INVITED TALKS IN CONFERENCES/SYMPOSIUMS/WORKSHOPS/SCHOOLS/IEEE LECTURE SERIES/SHORT TERM COURSES/ FACULTY DEVELOPMENT PROGRAMS/ACADEMIC INSTITUTES/OTHER PROGRAMS

In India:

1. Keynote talks (02) on Signal Processing and machine learning for healthcare systems, ANRF-sponsored workshop on AI and IoT Enabled Signal Processing for Connected Healthcare Systems, 18-22 May 2026, IIIT Sonepat, India.

2. Keynote talk on Multi-channel data analysis and classification for diagnosis of neurological diseases, One-week Online Faculty Development Programme (FDP) on Foundations and Applications of Deep Learning and Data Sciences (FADLDS-2026), 20-24 April 2026, Department of Information Technology, NIT Raipur, India. (Also Chief Guest during the inaugural ceremony)

3. Keynote talk on Ethics and best practices in writing for high-impact journals, Employee Development Program (EDP), 24 March 2026, School of Electronics Engineering, Vellore Institute of Technology-Andhra Pradesh University, Amravati, India.

4. Speaker, Online Short Term Course and Faculty Development Program on AI/ML applications in Healthcare Technologies: Current Trends and Future Directions, 6-10 March 2026, Department of Electrical Engineering, NIT Rourkela, India. (Topic: Machine learning for brain signal processing)

5. Expert talk on AI for cardiac disorder diagnosis, Faculty Development Program (FDP) on Artificial Intelligence for Societal Applications (AISA-2026), 06-10 March 2026, Department of Electronics and Communication Engineering, NIT Silchar, India.

6. Expert talk on Machine learning based automated diagnosis of neurological disorders, 02 March 2026, SR University, Warangal, India.

7. Keynote address on Signal processing together with machine learning for digital healthcare & biomedical technologies, International Conference on Digital Technologies and Smart Engineering Systems (ICDTSES 2026), 27-28 February 2026, NIT Puducherry, India.

8. Lecture on The research process: From curiosity to innovation, National Science Day 2026, 27 February 2026, Faculty of Science and Technology, Jagran Lakecity University, Bhopal, India.

9. Talk on Multi-channel signal processing: A new way of biomedical signal analysis, Five day online short term program on "Recent Advances in Biomedical Signal and Image Processing", 23-27 February, 2026, Department of Biotechnology & Medical Engineering, NIT Rourkela, India.

10. Keynote lecture on Signal processing based intelligent systems for medical applications, 6th International Conference on Intelligent Systems and Machine Learning (ICISML-2026), 24-25 February 2026, Nagaland University, Kohima Campus, India.

11. Plenary talk on Intelligent multi-channel signal processing and applications, IEEE International Conference on Intelligent Processing, Hardware, Electronics, and Radio Systems (CIPHER-2026), 13-15 February 2026, NIT Jalandhar, India. (Also Chief Guest during the inaugural ceremony)

12. Guest speaker, Health Hackathon Workshop 2026, 10 February 2026, VIT Bhopal University, India. (Topic: Multi-channel data processing for healthcare applications (Diagnosis of neurological diseases); Also Chief Guest during the inaugural ceremony)

13. Expert speaker, Workshop on Introduction to Computational Neuroscience and Biology, 02-06 February 2026, IIT (BHU) Varanasi, India. (Topic: Automated classification of neurological disorders: Novel methods)

14. Resource person, Five Days Online Short-Term Training Programme (STTP) on Multichannel Intelligence for Health Informatics and Wearable Device Sensor Data Analysis, 27-31 Januray, 2026, Department of Computer Science and Engineering, NIT Silchar, India. (Topic: Multi-channel sensor data analysis and classification)

15. Session speaker, AICTE VAANI Sponsored Workshop on Advanced Computing and Linguistic Inclusivity: Supercomputing, AI, Quantum Technologies, and Regional Language Empowerment, 22-24 January 2026, Department of Computer Science & Engineering (Artificial Intelligence & Machine Learning), Acropolis Institute of Technology and Research, Indore, India. (Topic: Foundations of artificial intelligence and machine learning)

16. Keynote address on Automated emotion detection system based on multimodal physiological signals, 9th International Conference on Computational Intelligence in Data Science (ICCIDS 2026), 08-10 January, 2026, SSN College of Engineering, Kalavakkam, India.

17. Expert lecture on Intelligent multichannel signal processing: Medical applications, eSTC entitled "Next-Generation Healthcare: Leveraging Artificial Intelligence for Signal Processing and Imaging", 29 December 2025-02 January 2026, Department of Electronics and Communication Engineering, National Institute of Technology, Hamirpur, India.

18. Lecture on Multi-channel non-stationary signal processing with application to automated epilepsy detection, INAE Annual Convention 2025, 18-20 December 2025, HAL Management Academy, Bengaluru, India.

19. Keynote speaker, International Conference on Artificial Intelligence in Healthcare and Wellness (AIHW 2025), 27-29 November 2025, Mahindra University, Hyderabad, India. (Topic: Signal processing and AI based methods for diagnosis of neurological disorders)

20. Expert talk on Time-frequency domain-based signal analysis and applications, 19 November 2025, Department of Electrical and Computer Science Engineering, Institute of Infrastructure, Technology, Research and Management, Ahmedabad, India.

21. Plenary speaker, AAROHAN Tech Fest 2025, 11 October 2025, Department of Electrical Engineering, Shri Govindram Seksaria Institute of Technology and Science, Indore, India. (Topic: AI for healthcare: Use of multichannel signal processing) (Also Chief Guest during the inaugural ceremony)

22. Esteemed speaker, Online ATAL Faculty Development Programme on AI and Innovative Engineering in Healthcare: From Smart Implants to Wearable Tech, 6-11 October 2025, IQEC, Cell, Mody University of Science and Technology, Lakshmangarh, Rajasthan, India. (Topic: Methods based on machine learning and signal processing for healthcare applications)

23. Ram Lal Wadhwa Award Lecture, 68th Annual IETE Convention-2025 on Innovative Digital Technologies and Applications for Sustainable Society Development (IDTASSD 2025), 27-28 September 2025, CSIR-CSIO, Chandigarh, India. (Topic: Multichannel-EEG-based automated brain-disease diagnosis systems)

24. Invited talks (02) on Introduction to ML and applications for brain signal classification & AI in multichannel signal processing framework for automated detection of brain disorders, ANRF Sponsored Workshop on Intelligent Signal Processing and Control for Smart Healthcare System, 22-26 September 2025, Department of Electrical & Electronics Engineering and Department of Electronics & Communication Engineering, National Institute of Technology Sikkim, India. (Also Chief Guest during the inaugural ceremony)

25. Keynote speaker, International Conference on Next-Generation Networks and Deployable Artificial Intelligence (NGNDAI-2025), 18-20 September, 2025, Department of Computer Science and Engineering, Motilal Nehru National Institute of Technology Allahabad, Prayagraj, India. (Topic: ML in signal processing framework for brain disease diagnosis)

26. Expert talk on Telemedicine and remote patient monitoring: Signal processing enabled AI, One Week Faculty Development Programme (FDP) on Next-Gen Communication: Trends, Technologies, and Transformations (NGCT), 15-20 September 2025, Department of Electronics and Communication Engineering, National Institute of Technology, Delhi, India.

27. Invited talk on Research methodology, writing, and publication process of manuscripts, Engineers Day, 15 September 2025, EE Student Association, IIT Indore, India.

28. Resource person, Online Faculty Development Programme (FDP) on "Bridging AI and Cybersecurity: Innovations for a Secure Digital Future", 25-29 August 2025, Department of Computer Science and Engineering, LNMIIT Jaipur, India. (Topic: AI for brain disease diagnosis and brain-computer interface)

29. Technical talk on Multichannel signal processing: Applications for signal analysis and classification, IEEE International conference on Artificial Intelligence and Smart Technologies for Sustainability (AISTS 2025), 21-23 August 2025, Marwadi University, Rajkot, Gujarat & IGNITE 2.0, IEEE SPS, Gujarat Section, India.

30. Resource person for One Week Faculty Development Program on Artificial Intelligence for Engineering: Innovations, Applications and Future Directions, 28 July-01 August 2025, Department of Electronics & Communication Engineering, KKR & KSR Institute of Technology & Sciences, Guntur, India. (Topic: AI for single-channel EEG classification)

31. Plenary talk on Multi-channel data processing methods, 6th International Conference on Data Science and Applications (ICDSA 2024), 16-18 July 2025, MNIT Jaipur, India.

32. Invited talk on Multi-channel EEG signal analysis, IEEE SPS Student Branch Chapter, 03 July 2025, IIT Patna, India.

33. Resource person for Faculty Development Program (FDP) on Advancing Knowledge in Artificial Intelligence for Effective Teaching and Research, 09-13 June 2025, Department of Computer Science & Engineering, Chameli Devi Group of Institutions, Indore, India. (Topic: Applications of AI in healthcare) (Also Chief Guest during the valedictory function)

34. Expert talk on AI for classification of EEG and ECG signals, Two Week Online FDP on Artificial Intelligence for Medical Signal and Image Processing Applications, 03-13 June 2025, Electronics & ICT Academy, NIT Warangal, India.

35. Expert talk on Multi-channel signal processing for smart healthcare, Online FDP on Empowering Smart Healthcare with Deep Learning: From Data to Diagnosis, 09-13 June 2025, Electronics & ICT Academy, NIT Patna, India.

36. Expert talk on Journey from Fourier transform to wavelet transform, IEEE Signal Processing Society Day Celebration, IEEE Signal Processing Society Madhya Pradesh Chapter, 02 June 2025, IIT Indore, India.

37. Expert talks (02) on Advanced signal processing for EEG signal analysis and classification & advanced signal processing for ECG signal analysis and classification, Online FDP on Advanced Digital Signal Processing, 26 May-04 June 2025, Electronics & ICT Academy, MNIT Jaipur, India.

38. Expert talk on Machine learning for biomedical signal classifications and applications, Two Week online FDP on Artificial Intelligence for 5G/6G Communication Systems and Signal Processing Applications, 19-29 May 2025, E & ICT Academy, NIT Warangal, India.

39. Keynote talk on AI-based computer-aided medical diagnosis of neurological disorders, 3rd International Conference on Computer, Electronics & Electrical Engineering and their applications (IC2E3 2025), 15-16 May 2025, NIT Uttarakhand, India.

40. Expert speaker, International Conference on Frontiers in Translational Bioengineering for Healthcare (FTBH-2025), 08-10 May 2025, BIT Mesra, Ranchi, India. (Topic: EEG-based automated diagnosis of neurological disorders)

41. Distinguished speaker, Online Faculty Development Program (FDP) on AI in Medical Imaging and Diagnostics: Current Trends and Challenges, 01-12 May 2025, Electronics and ICT Academy, MNIT Jaipur, India.

42. Lecture on Signal processing enabled machine learning techniques for medical applications, Online Faculty Development Programme (FDP) on "Futuristic Concepts and Applications for AI & Deep Learning Assisted Signal and Image Processing", 01-10 May 2025, Department of ECE, NIT Warangal and CSMSS Chh. Shahu College of Engineering, Chhatrapati Sambhajinagar, Aurangabad, India in association with Electronics & ICT academy, NIT Warangal, India.

43. Expert talk on Machine learning in multichannel signal processing framework for medical applications, 30 April 2025, AI Lecture Series, Centre for Artificial Intelligence, Dr. B.R. Ambedkar National Institute of Technology Jalandhar, India.

44. Distinguished speaker, 5 Days Workshop on "Revolutionizing Health Care with AI: Computational Biology and Computer Vision in Medical Diagnostics", 28 April-02 May 2025, SRM University Campus, Andhra Pradesh, India. (Topic: Biomedical signal analysis and classification)

45. Keynote lecture on Computer-aided medical diagnosis using multichannel EEG, IEEE Technical Co-Sponsored International Conference on Computational Innovations and Engineering Sustainability (ICCISES 25), 25-26 April 2025, PSG College of Technology, Coimbatore, India.

46. Lecture on Importance of research in profile building and funding proposals, 08 April 2025, Sreenidhi Institute of Science and Technology, Hyderabad, India.

47. Keynote address on Multichannel signal processing enabled machine learning methods for medical applications, 5th International Conference on Machine Learning, IoT and Big Data (ICMIB)-2025, 04-06 April 2025, Department of Computer Science and Engineering, Parala Maharaja Engineering College, Berhampur, India.

48. Distinguished Keynote Speaker, Amrita Research & Innovation Symposium for Excellence (ARISE) 2025, 02-06 April 2025, Amrita Viswa Vidyapeetham, Amritapuri Campus, Kollam, India. (Topic: Multichannel EEG based methods for automated diagnosis of brain disorders)

49. Expert lecture on Adaptive digital signal processing, 24 March 2025, Department of Electronics and Communication Engineering, Tulsiramji Gaikwad-Patil College of Engineering & Technology, Nagpur, India.

50. Expert talk on Machine learning for biomedical signal classification, Two-Week Online FDP on AI/ML-based for Medical Image and Signal Processing Applications, 17-27 March 2025, E & ICT Academy, NIT Warangal, India in association with Department of Electronics and Communication Engineering, Maulana Azad National Institute of Technology, Bhopal, India.

51. Distinguished speaker, Short-Term Programme on Medical Informatics and Digital Health, 17-21 March 2025, IIT Hyderabad, India. (Topic: Multichannel bio-signal processing and applications)

52. Keynote speaker, International Conference on AI-Driven Human-Centric Solutions and Sustainable Transformations (AI-HCSST 2025), 09-11 March 2025, ABV-Indian Institute of Information Technology and Management, Gwalior, India. (Topic: Multichannel signal processing driven AI for healthcare applications)

53. Invited talk on Multichannel biomedical signal processing, Three-Day Workshop on Next Generation of Electronics Mind (NExGEMS 2025), 06-08 March 2025, Department of Electronics and Communication Engineering, Tezpur University, Assam, India. (Also delivered inaugural speech)

54. Honorable speaker, Two-Week Faculty Development Program on Deep Learning & Optimization for Healthcare, 24 February-04 March 2025, Electronics and ICT Academy, National Institute of Technology Patna, India. (Topic: Machine learning together with signal processing for automated classification of EEG signals)

55. Lecture on Multichannel sensor signal processing and medical applications, 01 March 2025, IEEE MP Section, India.

56. Lecture on Time-frequency analysis: Joint representation of time and frequency domains, 28 February 2025, Department of Electronics and Communication Engineering, Thiagarajar College of Engineering, Madurai, India.

57. Expert talk on AI based multi-sensor data processing, Short Term Training Program (STTP) on AI in Instrumentation & Control, 24-28 February 2025, Sant Longowal Institute of Engineering and Technology, Longowal, India.

58. Technical talk on Research paper presentation, 24 February 2025, Moodlakatte Institute of Technology, Kundapura, India.

59. Keynote address on Multichannel signal processing enabled machine learning and applications, 1st International Conference on Interdisciplinary Horizons: Integrating AI in Science, Management, and Technology (ICON-AI-SMT'25), 20-21 February 2025, GSFC University, Vadodara, India. (Also delivered inaugural speech)

60. Expert lecture on Multi-channel non-stationary biomedical signal processing and applications, Faculty Development Program (FDP) on AI-based Image Processing for Bio-medical applications (AIIPBM-2025), 17-28 February 2025, NIT Jamshedpur, India in collaboration with E & ICT Academy, NIT Patna, India, under the Ministry of Electronics and IT, Government of India. (Also Guest of Honor during the inaugural ceremony)

61. Keynote lecture on Signal processing enabled machine learning and applications, Two Days Workshop on Pioneering Ideas: Research, Innovation, and Technology for the future, Sponsored by the Technology Innovation and Incubation Centre (TIIC) under TIDE 2.0 Scheme of MeitY, Government of India, 14-15 February 2025, Department of Electrical and Electronics Engineering, ABV-Indian Institute of Information Technology and Management, Gwalior, India.

62. Resource person, One-Weak Online Short Term Training Program (STTP) on Advances in Speech Technology: Opportunities and Challenges, 10-15 February 2025, Sikkim Manipal Institute of Technology, Majitar, India. (Topic: Multichannel non-stationary signal processing for EEG classification with imagined speech based BCI)

63. Keynote speaker, International Conference on Emerging Technologies for Intelligent Systems (ETIS 2025), 07-09 February 2025, APJ Abdul Kalam Technological University, Thiruvananthapuram, India. (Topic: Multi-channel signal processing based intelligent systems for medical applications)

64. Invited talk on Multichannel signal processing based on machine learning for medical applications, Faculty Development Program on Recent Innovations in Communication Systems, AI ML, and Biomedical Systems, 20-24 January 2025, Electronics & ICT Academy, IIT Roorkee, India in the collaboration with KKR & KSR Institute of Technology and Sciences, Guntur, India.

65. Expert lecture on EEG signal processing for automated schizophrenia diagnosis and brain-computer interface, ATAL FDP on Robotics & Automation in advanced manufacturing and Industry 4.0, 06-11 January 2025, Medi-Caps University, Indore, India.

66. Keynote speaker, IEEE CIS Winter School on Computational Intelligence and Generative AI, 08-09 January 2025, IIT Indore, India. (Topic: Multi-channel signal processing enabled AI for medical applications)

67. Keynote speech on Multi-channel signal processing techniques, 4th International Conference on Machine Vision & Augmented Intelligence (MAI-24), 20-22 December 2024, MANIT Bhopal, India.

68. Keynote speaker, 1st IEEE International Conference on Advances in Signal Processing, Power, Communication and Computing (ASPCC 2024), 19-21 December 2024, IIIT Bhubaneswar, India. (Topic: Multi-channel signal processing methods and their applications in brain signal classification)

69. Resource person for Faculty Development Programme under AICTE Training & Learning (ATAL) Academy on Adaptive, Intelligent, Distributed Signal Processing for Speech and Biomedical Application, 16-21 December 2024, CV Raman Global University, Bhubaneswar, India. (Topic: Speech signal processing for healthcare)

70. Expert speaker in 6-days' ATAL Basic FDP on Exploring Transformative Applications of Artificial Intelligence: Innovations in Healthcare, Biomedical Signal, Computer Vision, Forensics and Hands-On Tool Proficiency (AIHBCVF), 16-21 December 2024, Pandit Deendayal Energy University, Gandhinagar, India. (Topic: Multichannel signal processing for schizophrenia diagnosis and BCI)

71. Resource person, ATAL 6-Day Online Faculty Development Program on Deep Learning for Vision and Language, 09-14 December 2024, Department of Computer Science and Engineering, LNMIIT Jaipur, India. (Topic: Automated systems based on non-stationary signal processing for glaucoma diagnosis using fundus images)

72. Resource person for AICTE-ATAL Faculty Development Program (FDP) on AI Innovations in Healthcare and Medical Technology, 09-14 December 2024, Department of Electronics and Communication Engineering, SR University, Warangal, India. (Topic: Telemedicine and Remote Patient Monitoring using AI)

73. Invited talk on Signal processing for medical applications, AICTE Training and Learning (ATAL) Academy Faulty Development Program (FDP) on Intelligent Signal Processing Techniques, 09-14 December 2024, Department of Avionics, Indian Institute of Space Science and Technology, Thiruvananthapuram, India.

74. Keynote speaker, International Conference on Data, Computation and Communication (ICDCC), 29-30 November 2024, VIT Bhopal University, Bhopal, India. (Topic: Multi-channel data processing: Medical applications)

75. Distinguished resource person for AICTE Training and Learning (ATAL) Online Faculty Development Program on AI and Digital Technologies for Sustainable Healthcare and Medical Technologies, 25-30 November 2024, Department of Electronics and Instrumentation Engineering, Institute of Technology, Nirma University, Ahmedabad, India. (Topic: AI and signal processing for healthcare)

76. Expert talks (02) on multivariate EEG data processing and applications, 6-day ATAL online FDP on High Performance Computing for Medical Image Processing and Computer Vision, 09-14 December 2024, Department of Computer Science and Engineering, MNNIT Allahabad, Prayagraj, India.

77. Invited talk on Multichannel signal processing and medical applications, BioEngineering Conference (BEC-2024), 06-08 November 2024, NIT Rourkela, India.

78. Expert speaker, IEEE Day 2024 celebration, 01 October 2024, IEEE Student Branch, S R Institute of Technology & Management, Lucknow, India. (Topic: Computer-aided detection of epilepsy from EEG) (Also Chief Guest during the inaugural ceremony)

79. Speaker in ATAL-Faculty Development Programme on Next Generation Robotics Enabled by IoT for Sustainable Development, 09-14 September 2024, Department of Electronics and Communication Engineering, Sushila Devi Bansal College of Technology, Indore, India. (Topic: AI and IoT in healthcare)

80. Lecture on Multichannel signal processing for medical data analysis and classification, Five-day Workshop on Artificial Intelligence Assisted Healthcare Systems: Innovations in Biomedical Signal and Image Processing, 06-10 September 2024, Department of Electronics and Communication Engineering, NIT Hamirpur, India.

81. Seminar on Studying the impact of Mantras using signal processing, 20 August 2024, Seminar Series on Life Skills, Center for Indian Scientific Knowledge Systems (CISKS), IIT Indore, India.

82. Lecture on Research and publication process, One-Week Faculty Development Programme (FDP) on "Paradigm of Teaching, Learning, Research & Innovation in Higher Education" 25-31 July 2024, Amity University Madhya Pradesh, Gwalior, India. (Also Guest of Honour during the inaugural ceremony)

83. Expert talk on Multichannel signal analysis: A useful domain for EEG data processing, 22 July 2024, Department of Electronics and Communication Engineering, MANIT Bhopal, India.

84. Expert talk on Machine learning for biomedical signal classification, Eight-day FDP on AI/ML for Signal processing and IOT Applications, 16-25 July 2024, E & ICT Academy, NIT Warangal in association with Department of ECE, Lords Institute of Engineering and Technology, Hyderabad Telangana, India.

85. Esteemed speaker in Online Short Term Course on Research Applications of Deep Learning, 01-05 July 2024, Department of Computer Science & Engineering, NIT Hamirpur in collaboration with Department of Mathematics, IIT Roorkee, and Center for AI, IUST J&K, India. (Topic: Multichannel EEG data analysis and classification methods)

86. Invited talk on Multivariate EEG data processing and applications, 4th Training School on Environmental Cyber Physical systems, Indo-South Korea Joint Network Center, 28-30 June 2024, IIT Indore, India.

87. Invited talk on Machine learning for biomedical signal classification, Eight-day online FDP on Role of Machine Learning for Computer Vision and Medical Signal Processing Applications, 20-30 June 2024, E & ICT Academy, NIT Warangal, India.

88. Keynote speech on Multi-channel computing framework for healthcare applications, 2024 OPJU International Technology Conference (OTCON 3.0) on Smart Computing for Innovation and Advancement in Industry 4.0, 5-7 June 2024, Raigrah, India. (Also Guest of Honor during the inaugural ceremony)

89. Invited talk on Multi-channel signal processing enabled artificial intelligence for medical applications, Short-Term Course on Evolving Artificial Intelligence, 28 May-01 June 2024, Department of Computer Science and Engineering, NIT Delhi and School of Computing and Intelligent Systems, Manipal University Jaipur, India.

90. Expert lecture on EEG signals and Brain-Computer Interface Application using AI, 5-day Workshop on Artificial Intelligence and Deep Learning, 20-24 May 2024, Department of Computer Science and Engineering & Department of Electronics and Communication Engineering, MANIT Bhopal, India.

91. Invited talk on Machine learning for automated EEG signal classification, SERB Sponsored One Week High-End Workshop on Deep Learning for Biomedical Signal Processing, 13-19 May 2024, Department of Electronics and Communication Engineering, NIT Puducherry, Karaikal, India.

92. Invited talk, Multi-channel signal processing: A useful framework for biomedical data analysis, High-end Workshop on Multimedia Processing and Analysis: Theory to Practice, 13-19 May 2024, Department of Electrical Engineering, IIT Indore, India.

93. Invited talk, Multi-channel signal processing: An important direction for biomedical data analysis and classification, One-Day IEEE EMBS Distinguished Lecture Series on Fusion of Biology and Technology: EMBS Perspective, 11 May 2024, IEEE Student Branch, IEEE EMBS, Tezpur University, Tezpur, India.

94. Expert speaker, Research Paper Writing Workshop, 27 April 2024, Institute of Engineering and Science, IPS Academy, Indore, India. (Topic: Research paper writing and publication process)

95. Invited talk on Nonstationary signal processing based medical image classification, SERB & CSIR-funded Distinguished Series Third Five Day National Workshop on Medical Image Analysis using Artificial Intelligence, 22-26 April 2024, Centre for Medical Imaging Studies (CMIS), Department of ECE, Gayatri Vidya Parishad College of Engineering (A) Visakhapatnam, Andhra Pradesh, and Simadri Surya Eye Hospital of Susheela Public Charitable Trust Nabarangapur, Odisha, India.

96. Keynote speech on Multichannel nonstationary bio-signal processing, Tenth International Conference on Bio signals, Images, and Instrumentation (ICBSII 2024), 20-22 March 2024, Department of Biomedical Engineering, Sri Sivasubramaniya Nadar College of Engineering, Chennai, India along with Drexel University, Philadelphia, USA.

97. Keynote speaker, 2nd International Conference on Artificial Intelligence and Applications (ICAIA 2024), 19-20 March 2024, Maharaja Surajmal Institute of Technology, New Delhi, India in association with Wentworth Institute of Technology, Boston-USA & Springer. (Topic: AI for multichannel EEG signal classification)

98. Invited talks (02) on Research, research methodology, and publication process; Multichannel EEG signal processing for BCI applications, SERB High-End Workshop on Artificial Intelligence for Human Brain Computer Interaction: Innovations in Machine Learning and Signal Processing for emergence of Health 5.0, 18-24 March 2024, Department of Electronics and Communication Engineering, IIT Roorkee, Roorkee, India.

99. Keynote speaker, IEEE International Conference on Distributed Computing and Optimization Techniques (ICDCOT-2024), 15-16 March 2024, IEEE Bangalore Section and SJB Institute of Technology, Bengaluru, India. (Topic: Automated multivariate computing framework for medical applications; Also Guest of Honor during the inaugural ceremony)

100. Keynote speaker, 2nd IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation-IATMSI-2024, 14-16 March 2024, ABV-IIITM Gwalior, India. (Topic: Multivariate signal processing and machine learning based methods for medical applications)

101. Keynote speaker, IEEE International Conference on Cognitive, Green, and Ubiquitous Computing (IC-CGU-2024), 01-02 March 2024, C.V. Raman Global University, Bhubaneswar, India. (Topic: Multichannel EEG processing for brain computer interface and schizophrenia detection)

102. Expert lecture on Multichannel biomedical signal analysis and classification, Advanced Entrepreneurship and Skill Development Programme (A-ESDP), One Week MSME funded Workshop on Smart Healthcare System using IoT and AI/ML, 27 February-2 March 2024, Department of Computer Science and Engineering, NIT Sikkim, India.

103. Keynote lecture on Multichannel signal processing and AI for medical applications, SERB Sponsored KARYASHALA on Artificial Intelligence (AI) for Smart Sensing and Internet of Everything (IoE), 10-14 February 2024, Department of Electrical and Electronics, Rajiv Gandhi Institute of Petroleum Technology Jais, Amethi, India.

104. Invited talk on Research methodology, writing, and publication process of manuscripts and funding proposals, 29 January 2024, IEEE Student Branch, Department of Electronics and Communication Engineering, Nitte Meenakshi Institute of Technology, Bangalore, India.

105. Speaker, Vigyan Bhaav session, BHAAV-The Expressions Summit 2024, 25-28 January 2024, Sri Sri Institute for Advanced Research (SSIAR), Bangalore, India.

106. Distinguished Speaker, SERB Sponsored High-End Workshop on Recent Trends on Applied Machine Learning for Speech and Bio-Signal Processing, 02-07 January 2024, Department of Electronics and Communication, IIIT Dharwad, India. (Topics (02): Adaptive multichannel signal processing for biomedical applications and Automated frameworks for glaucoma diagnosis using fundus images; Also delivered speech in valedictory function)

107. Keynote speech on Multivariate adaptive signal decomposition for EEG signal processing, IEEE 9th International Conference on Signal Processing and Communication (ICSC 2023), 21-23 December 2023, JIIT, Noida, India.

108. Speaker, Mind, Brain, and Consciousness Conference (MBCC 2023), 14-16 December 2023, IIT Mandi, India. (Topic: Study on the effects of Mantras using signal processing)

109. Keynote speaker, IEEE 21st OCIT International Conference on Information Technology, 13-15 December 2023, NIT Raipur, India. (Topic: AI-driven signal processing based intelligent systems for diagnosis of brain and heart diseases)

110. Expert talk on Multi-channel multi-component signal processing for EEG processing, National Symposium on Intelligent Computing and Communication Systems, Sponsored by DST SERB, 07-09 December 2023, Gyan Ganga Institute of Technology and Sciences, Jabalpur, India.

111. Invited lecture on Multi-channel signal processing for medical applications, 30 October 2023, Department of Avionics, Indian Institute of Space Science and Technology Trivandrum, Kerala, India.

112. Seminar on Advanced signal processing for smart health monitoring, 18 October 2023, Department of Instrumentation and Control Engineering, National Institute of Technology Tiruchirappalli, India.

113. Distinguished Speaker, SERB Sponsored High-End Workshop on AI and Machine Learning Applications in Healthcare, 08-14 September 2023, Department of Electronics and Communication, DSPM IIIT Naya Raipur, India. (Topics (02): Fourier-Bessel series expansion based medical signal processing and Automated glaucoma diagnosis based on non-stationary signal decomposition techniques; Also delivered inaugural speech)

114. Plenary talk on Multivariate EEG analysis and machine learning for brain disease diagnosis and BCI, International Conference on Machine intelligence for Research & Innovations (MAiTRI-2023 Summit), 01-03 September 2023, NIT Jalandhar, India.

115. Guest speaker, 16-21 August 2023, International One-Week Faculty Development Program (FDP) on Advances in Machine Learning, Image Processing and Natural Language Processing, Department of Information Technology, School of Engineering and Technology, Nagaland University, Dimapur, India. (Topics: Signal analysis based machine learning for ECG data processing and Signal analysis based machine learning for EEG data processing)

116. Guest lecture on Multivariate EEG signal processing, 14 August 2023, IEEE Biometrics Council, IEEE Student Chapter, MNIT Jaipur, India.

117. Expert talk on Multi-channel signal processing and applications, 14 August 2023, IEEE Rajasthan Subsection, Signal Processing Society Student Chapter, MNIT Jaipur, India.

118. Invited talk on Machine learning enabled signal processing for medical applications, Research Seminar Series #7, 14 August 2023, Department of Computer Science and Engineering, MNIT Jaipur, India.

119. Expert speaker, 1st Research Symposium, 10-11 August 2023, IIIT Nagpur, India. (Topic: Research and publication process)

120. Invited speaker, Five Days International Workshop on Computational Intelligence 2023 (IWCI23), 07-11 August 2023, Amrita School of Artificial Intelligence, Amrita Vishwa Vidyapeetham, Coimbatore, India. (Topic: Signal processing and machine learning based frameworks for medical applications)

121. Expert lecture on Multivariate signal processing: An important direction for biomedical research, SERB Sponsored High-End Workshop on Advanced Hands-On Training on Biomedical Signal Acquisition and Analysis (under the KARYASHALA scheme), 01-07 August 2023, Department of Biomedical Engineering, NIT Raipur, India.

122. Keynote speaker, One-week Training Program on Advanced Approaches in Modelling and Simulation for Cutting-Edge Electronic Systems, 12-18 June 2023, Department of Electronics & Instrumentation Engineering, SGSITS Indore and Banasthali Vidyapith Rajasthan, Indore, India. (Topic: Matlab implementation of time-frequency analysis techniques)

123. Keynote speaker, 3rd International Conference on Emergent Converging Technologies and Biomedical Systems (ETBS 2023), 15-17 May 2023, Jaypee University of Information Technology, Waknaghat, Solan, India. (Topic: Multivariate signal processing and machine learning for computer-aided medical diagnosis)

124. Talk on Time-frequency analysis, CEP course on Signal Processing for RF and other domains of Communication, 1 May 2023, Defence Electronics Applications Laboratory, Dehradun, India.

125. Talk on Signal processing driven machine learning for medical image processing, A Second Five Day National E-Workshop on Medical Image Analysis using Artificial Intelligence, 24-28 April 2023, Centre for Medical Imaging Studies (CMIS), Department of ECE, Gayatri Vidya Parishad College of Engineering (A), Visakhapatnam, India and Sankar Foundation Eye Hospital & Institute, Visakhapatnam, India.

126. Guest speaker, Faculty Development Programme on Advancements in Computational Biology and Healthcare, 17-21 April 2023, Department of Electronics and Communication Engineering, SRM University-AP, Andhra Pradesh, India. (Topic: Multichannel signal processing for medical applications)

127. Lecture on Effect of Hare Krishna Mahamantra on brain: A scientific study (in Hindi), 29 March 2023, Sur Sandhya program, Varishth Nagrik Vichar Manch, Indore, India.

128. Resource person, One-Week Online Faculty Development Programme on Machine Learning: Concepts and Applications, 14-20 March 2023, Department of Computer Science & IT, Katua Campus, University of Jammu, Jammu & Kashmir, India. (Topic: Machine learning and multivariate signal processing for medical applications).

129. Inaugural talk, Poornima Hackathon 2023, 03 March 2023, Poornima Institute of Engineering and Technology, Jaipur, India. (Also Chief Guest during the inaugural ceremony)

130. Expert lecture on Applications of DSP in electrical engineering, 22 February 2023, Department of Electrical Engineering, Medi-Caps University, Indore, India.

131. Lecture on Research methodology and publication measures, Two Days International Faculty Development Program on Publishing Research Paper in High Impact Journals, 10-11 February 2023, School of Computer Science and Information Technology, Symbiosis University of Applied Sciences, Indore, India.

132. Talk on Bio-sensors and intelligent signal processing, Hands-on Workshop on Bio-Sensors: Research and Practical Prospects, 19 January 2023, Department of Electronics and Communication Engineering, Manipal Institute of Technology, Manipal, India. (Also Guest of Honor during the inaugural ceremony)

133. Expert lecture on Brain Signal Processing, Department of Electronics & Communication, 13 January 2023, Tulsiramji Gaikwad-Patil College of Engineering & Technology, Nagpur, India.

134. Resource person, ATAL sponsored FDP on Emerging Trends and Applications in Speech Processing with Machine & Deep Learning, 09-20 January 2023, Department of Computer Science and Engineering, Central University of Haryana, India. (Topic: Time-frequency domain for speech signal classification)

135. Resource person, Two-week Online STTP on Signal Processing using Machine Learning Algorithms (SPML-2023), 02-07 January 2023, Department of Electronics and Telecommunication Engineering, Ramrao Adik Institute of Technology, Navi Mumbai, India. (Topic: Multichannel signal processing for biomedical applications)

136. Resource person, Two-week AICTE ATAL FDP on Artificial Intelligence in Biomedical Signal & Image Analysis, 19-30 December 2022, Department of Electronics and Communication Engineering, IIIT Bhagalpur, India. (Topic: AI applications for biomedical signal processing)

137. Expert lecture on Multichannel EEG signals classification frameworks, One-week SERB sponsored High-End Workshop on Deep Learning Based Biomedical Systems: Design Challenges and Future Directions, 12-18 December 2022, Department of Electrical Engineering, IIT Patna, India.

138. Invited speech on Multichannel signal processing for medical applications, IDP-OHEPEE Sponsored International Conference on Biotechnology and Bioinformatics: Perspectives and Challenge, 8-9 December 2022, Maharaja Sriram Chandra Bhanja Deo University, Sriram Chandan Bihar, Takatpur, India.

139. Resource person, ATAL Hybrid Faculty Development Program on Diverse Applications of Research Paradigms in AI, 05-16 December 2022, Department of Electronics and Communication Engineering, St. Josephs College of Engineering, Chennai, India. (Topic: Signal processing for medical data classification)

140. Keynote speech on Importance of multichannel signal processing for health applications, IEEE Student Chapter, 04 October 2022, Symbiosis University of Applied Sciences, Indore, India. (Also Chief Guest during the inaugural function on the occasion of IEEE day)

141. Expert session on Processing of non-stationary signal using machine learning, 2nd One-Week International Workshop on Signal Processing Using Machine Learning: Applications & Hands-On (Online), 31 August 2022 to 6 September 2022, VIT-AP University, Vijayawada, India.

142. Invited talk on Modern trends in Physics research in an international webinar, 16 August 2022, Ambah Post Graduate College, Ambah, Morena, India.

143. Expert talks (02) on EEG signal analysis and classification & ECG signal analysis and classification, Academy Training Programme on Smart Healthcare Technologies: Opportunities and Challenges, 25 July 2022 to 05 August 2022, Electronics & ICT Academy, MNIT Jaipur, India.

144. Resource person, One Week Faculty Development Program on the topic Recent trends in Signal Processing and Machine Learning With Their Applications, 25-29 July 2022, Department of Electronics and Communication Engineering, Geetanjali Institute of Technical Studies, Udaipur, India. (Topic: Machine learning and signal processing for medical data processing)

145. Expert talk on Multivariate EEG data analytics for brain disease diagnosis in SERB co-sponsored 3-Day International Research Workshop on Advances in Statistical Data Analysis and Modeling (WASDAM), 25-27 July 2022, IIIT Sri City, Chittoor, India.

146. Resource person, Faculty Development Programme on Application of Machine Learning in Post Pandemic Era, 04-08 July 2022, VIT Vellore, India. (Topic: Automated identification of EEG signals for brain disease diagnosis)

147. Expert lecture on Analysis and classification methods for EEG signals, Online Faculty Development Program on AI & Machine Learning for Biomedical signal and Image Analysis, Electronics & ICT Academy, Sponsored by Ministry of Electronics and Information Technology (MeitY), Government of India, 27 June-06 July 2022, NIT Warangal in association with Kakatiya Institute of Technology and Science, Warangal, Telangana, India.

148. Expert lecture on ML and signal processing for EEG signal classification in Faculty Development Program on Applications of AI & ML in Signal Processing and Communications, 23-30 June 2022, Electronics & ICT Academy, NIT Warangal in association with the Department of Electronics and Communication Engineering, GITAM School of Technology, GITAM Deemed to be University, Vizag, India.

149. Keynote speaker, the International Conference on Bio-Neuro Informatics and Algorithms (ICBNA 2022), 21-22 June 2022, Symbiosis Institute of Digital and Telecom Management, Pune, India. (Topic: Multi-channel EEG signal processing for brain disease diagnosis)

150. Resource person, Online Short Term Course on Biomedical Signal and Image Processing, 20-24 June 2022, Department of Electronics & Communication Engineering, NITTTR, Chandigarh, India. (Topic: Advanced signal processing for ECG data analysis and classification)

151. Invited talk on Machine learning based frameworks for biomedical applications, SERB sponsored High-End Workshop on Cultural Heritage Preservation using Machine Learning, 13-26 June 2022, Department of Computer Science and Engineering, NIT Meghalaya, India.

152. Invited talk on Multi-variate signal processing for medical data analysis, SERB-sponsored Five day online short-term program on Recent Advances in Biomedical Signal and Image Processing, 30 May-03 June 2022, Department of Biotechnology & Medical Engineering, NIT Rourkela, India.

153. Invited talk on Multivariate EEG signal processing for diagnostic robotics application, Workshop on Healthcare Robotics and Drone Applications, 27-29 May 2022, IIT Mandi, India.

154. Resource person, Faculty Development Program Sponsored by DST-SERB (under Scientific Social Responsibility) on Applications of Artificial Intelligence in Brain Computer Interfaces, 09-13 May 2022, SR University, Warangal, Telangana, India. (Topic: Biomedical application design)

155. Expert lecture on Multivariate signal processing for medical applications, SERB-sponsored five-day online short-term course on Advances in Signal Processing and VLSI Technologies, 02-06 May 2022, Department of Electronics & Communication Engineering, NIT Rourkela, India.

156. Talk on Glaucoma diagnosis based on non-stationary signal processing approaches, SERB Funded Five Day National E-Workshop on Medical Image Analysis using Artificial Intelligence (MIAAI-2022), 25-29 April 2022, Centre for Medical Imaging Studies, Department of Electronics and Communication Engineering, Gayatri Vidya Parishad College of Engineering (A) and Sankar Foundation Eye Hospital & Institute, Visakhapatnam, India. (Also Chief Guest during the inaugural function)

157. Resource person, 5-Days Faculty Development Programme on Enhancing the Quality Indicators of Academic research, Academic Research office and Center for Teaching and Learning, 19-23 April 2022, VIT-AP University, Amaravati, India. (Topic: Research, writing manuscript, and publication process)

158. Lecture on Machine learning and signal processing based methods for automated classification of EEG signals, SERB sponsored workshop titled Machine Learning Techniques for Signal & Image Processing Applications, 18-22 April 2022, Department of Electronics and Communication Engineering, NIT Rourkela, India.

159. Expert lecture on ML and signal processing for EEG signal classification, Ten-day online Faculty Development Programme on Role of AI in Communication and Signal Processing Applications, 08-17 April 2022, Electronics & ICT Academy, NIT Warangal, India in association with Department of Electronics and Communication Engineering, Chalapathi Institute of Engineering and Technology, Guntur, India.

160. Speaker in Five-Days Online Faculty Development Program on Recent Trends in Biomedical Technology, 04-08 April 2022, Biomedical Department, Bharat Ratna Indira Gandhi College of Engineering, Solapur, India. (Topic: Machine learning for biomedical signal processing)

161. Guest lecture on Machine learning and signal processing for medical applications, 28 March 2022, Department of Computer Science and Engineering, CMR College of Engineering and Technology, Hyderabad, India.

162. Speaker, International Faculty Development Program on Embedded System Design and Bioelectronic Interfaces, 21-23 March 2022, Pimpri Chinchwad College of Engineering Pune, India and University of Malaya, Malaysia. (Topic: Multi-channel EEG data processing: New techniques)

163. IEEE ComSoc Distinguished Lecture on Multi-channel non-stationary signal analysis and applications, IEEE ComSoc student Chapter of IEEE SBM, 21 March 2022, Manipal Institute of Technology, Manipal, India.

164. Keynote speaker, 4th International Conference on Machine Intelligence and Signal Processing (MISP2022), 12-14 March 2022, NIT Raipur, India. (Topic: Biomedical images classification based on 2D Fourier-Bessel series expansion)

165. Invited lecture on Signal processing and machine learning, Short-Term Course on IoT with AI and Data Science, 11-16 March 2022, Department of Electrical Engineering, IIT Patna, India.

166. Invited lecture on AI and signal processing for telemedicine, AICTE-QIP Faculty Development Program on AI and IoT in Nanoelectronics, Agriculture and Communication in the Unravelling of Aatmanirbhar Bharat, 07-12 March 2022, IIT Indore, India.

167. Eminent speaker, AICTE-ISTE Induction Programme, 22-28 February 2022, Shree Rayeshwar Institute of Engineering and Information Technology, Shiroda, India. (Topic: Machine learning for biomedical signal processing)

168. Expert talk on Time-frequency analysis for speech signal processing, Faculty Development Programme on Machine Learning in Speech and Audio Processing, 21-25 February 2022, Department of Electronics and Communication Engineering, BIT Mesra, Ranchi, India.

169. Keynote address on Introduction to AI, ML, and applications, AICTE-ISTE Sponsored Induction/ Refresher program on Artificial Intelligence and Machine Learning: Applications, Challenges and Opportunities, 09-15 February 2022, PES's, Modern College of Engineering, Pune, India. (Also Guest of Honor during the inaugural ceremony)

170. Expert lecture on Machine learning and signal processing for classification of electroencephalogram signals, Ten-Day Online Faculty Development Programme on AI for Communications and Signal Processing Applications, Sponsored by Ministry of Electronics and Information Technology (MeitY), Government of India, 05-14 February 2022, Department of Electronics and Communication Engineering, VR Siddhartha Engineering College, Kanuru, India, Electronics & ICT Academy, NIT Warangal, India.

171. Invited talk on Introduction to ML techniques and brain-signal classification, AICTE-ATAL Faculty Development Program on Part-2 Robust AI: Building through data exploration, pre-processing and representation, 04-08 February 2022, Department of Data Science & AI, IIIT Naya Raipur, India.

172. Resource person, The Online Short-term Course on Biomedical Image and Signal Processing, Online National-level Programme for Teachers/Staff/Research Scholars of Indian Universities/Institutes/Colleges/Polytechnic Institutes and Individuals from Industries, 17-21 January 2022, Department of Electronics and Communication Engineering, NITTTR, Chandigarh, India. (Topic: Multi-channel EEG signal processing)

173. Expert sessions (02) on Time-frequency domain based automated classification of EEG signals and time-frequency domain based automated classification of ECG signals, AICTE-ISTE Faculty Orientation/Refresher Program on Artificial Intelligence based Physiological Signals, their Learning and Analysis, 12-18 January 2022, Prestige Institute of Engineering Management and Research, Indore, India.

174. Talk on ML and its application in biomedical signal classification, Cynaptics Club, 12 January 2022, IIT Indore, India.

175. Lecture, International Workshop on Fractional Calculus and Computational Intelligence, 06-07 January 2022, Govt. Mahatama Gandhi Memorial Post Graduate College, Itarsi, India (Topic: Computer-aided medical diagnosis of epilepsy based on fractional linear prediction method)

176. Expert lecture on Data science (EEG data analysis and classification), 29 December 2021, Department of Computer Science & Engineering, IES College of Technology, Bhopal, India.

177. Inaugural session (Chief guest) in 3rd International Conference on Information Management and Machine Intelligence (ICIMMI 2021), 23-24 December 2021, Poornima Institute of Engineering & Technology, Jaipur, India.

178. Keynote talk, IEEE International Symposium on Smart Electronic Systems, 2021, 20-22 December 2021, MNIT Jaipur, India. (Topic: AI driven intelligent systems for medical diagnosis of brain and heart diseases)

179. Keynote lecture, IEEE International Conference on Technology, Research, and Innovation for Betterment of Society (TRIBES-2021), 17-19 December 2021, IIIT Naya Raipur, India. (Topic: Multi-channel signal processing for biomedical applications)

180. Keynote speech on Signal processing for epilepsy and schizophrenia diagnosis, National Conference on Emerging Trends in Automation, Data Engineering, and Communication (NCETinADC2021) 17-18 December 2021, MANIT Bhopal, India.

181. Keynote speaker, 4th International Conference on Information Systems and Management Science (ISMS 2021), 14-15 December 2021, University of Malta, Malta and NIT Raipur, India. (Topic: Multi-channel EEG signal processing for brain diseases diagnosis)

182. Resource person, 6-days Short Term Training Programme on Mathematical Methods in Signal & Image Processing, 13-18 December 2021, Department of Electronics Engineering, Ramrao Adik Institute of Technology, Nerul, India. (Topic: Fourier-Bessel series expansion based signal processing)

183. Talk on Speech signal processing for forensic applications, Workshop on Computational Intelligence in Digital Data Processing and Evidence Analysis, IEEE International Conference on Advanced Networks and Telecommunications Systems, 13-16 December 2021, IDRBT, Hyderabad, India.

184. Expert lecture on Artificial intelligence for automated diagnosis of brain diseases with telemedicine application, AICTE-ATAL Faculty Development Program entitled Artificial Intelligence and Internet of Things in Nanotechnology, Sensors, and Communication in the making of Aatmanirbhar Bharat, 06-10 December 2021, Department of Electrical Engineering and Centre for Advanced Electronics at IIT Indore, India.

185. Talk on Wavelet transform fundamentals with signal processing applications, An International Workshop on Wavelets and its Applications: Image Processing, Data Science and PDEs, 06-10 December 2021, Department of Mathematics, Manav Rachna University and Department of Mathematics, IIT Indore, India.

186. Keynote speaker, A National Conference on Research Methodology: A Birds Eye View, 30 November 2021, Fakir Mohan University (State Government University), Vyasa Vihar, Balasore, Odisha, India. (Topic: Research and publications) (Also delivered inaugural speech)

187. Keynote speaker, 7th International Conference on Signal Processing and Communication (ICSC 2021), 25-27 November 2021, Jaypee Institute of Information Technology, Noida, India. (Topic: Adaptive signal decompositions for EEG signal processing)

188. Plenary speaker, IEEE CIS Summer School on Emerging Research Trends in Artificial Intelligence and Computational Intelligence, 15-19 November 2021, NIT Arunachal Pradesh, India. (Topic: Applications of AI for brain disease diagnosis)

189. Lecture on Automated classification of epileptic seizure EEG signals based on fractional linear prediction method, International Workshop on Fractional Derivatives: Theory & Computations with Applications (FDTCA 2021), 12-14 November 2021, Department of Mathematical Sciences, IIT (BHU), Varanasi, India.

190. Resource person, 2nd Training School/Workshop on Environmental Cyber Physical systems, Indo-South Korea Joint Network Center for Environmental Cyber Physical Systems, 25-29 October 2021, IIT (BHU), Varanasi, India. (Topic: Machine learning)

191. Lecture on Iterative filtering based EEG signal processing, Five-Day Webinar Series on Signal Processing and Machine Learning Approaches for Biomedical Signals (SPMLB-2021), 25-29 October 2021, Department of Electrical Engineering, NIT Rourkela, India.

192. IETE-Prof. SVC Aiya Memorial Award Lecture, 25 October 2021, IETE Sub-Centre, Indore, India.

193. Talk on AI based computer-aided medical diagnosis of brain diseases under Prof. L.A. Zadeh Memorial Lecture Series, 20 October 2021, Guru Ghasidas Vishwavidyalaya (Central University), Bilaspur, India.

194. Keynote lecture on Introduction to AI, ML and Application, AICTE-ATAL Academy Sponsored One Week Online Faculty Development Program on Artificial Intelligence & Machine Learning, 04-08 October 2021, NIT Raipur, India.

195. Resource person, IBRO Global Engagement Workshop on Neurodegenerative Diseases, 01-05 October 2021, NEHU Shillong, India. (Topic: Automated classification of MRI and EEG signals for computer-aided medical diagnosis)

196. Resource person, Faculty Development Programme under AICTE-ATAL Academy in the Thrust Area of Life Skill Management, with sub thrust area Artificial Intelligence in Healthcare, 27 September-01 October 2021, Department of Electronics and Communication Engineering, Gauhati University, India. (Topic: Artificial intelligence in healthcare with EEG analysis)

197. Expert talk on Intelligent computing for brain health: Applications in detection of epilepsy, One Week AICTE (ATAL) Sponsored Faculty Development Programme on Intelligent Computing in Health Care, 20-24 September 2021, Department of Information Technology and Department of Biomedical Engineering, NIT Raipur, India.

198. Guest speaker, ATAL sponsored Online Faculty Development Programme on Artificial Intelligence for Speech and Bio-Signal Processing, 20-24 September 2021, IIIT Dharwad, India. (Topic: AI for EEG signal processing and analysis)

199. Expert talk on Fourier-Bessel series expansion based empirical wavelet transform (FBSE-EWT) method based signal processing, Two-day Online National Conference on Emerging Technologies for Intelligent Electronic system design, sponsored by IETE, 18-19 September 2021, Department of Electronics & Communication Engineering, MANIT Bhopal, India.

200. Expert lecture on Iterative filtering based methods for automated classification of EEG signals, Short-term course on Engineering Applications of Artificial Intelligence and Machine Learning, 13-17 September 2021, Department of Electronics and Communication Engineering, NITTTR, Chandigarh, India.

201. Talk on Computer-aided medical diagnosis for brain diseases using signal processing and machine learning techniques, ATAL Faculty Development Program on Signal Processing and Machine Learning Techniques: Emerging Trends, 06-10 September 2021, Department of Electrical and Instrumentation Engineering, Sant Longowal Institute of Engineering & Technology, Longowal, India.

202. Talk on Fundamentals and applications of signal analysis, 1st Training School/Workshop on Environmental Cyber-Physical Systems, Indo-South Korea Joint Network Center for Environmental Cyber-Physical Systems, 23-27 August 2021, IIT Indore, India.

203. Expert talk on Different types of telemedicine software-solutions for brain disease diagnosis, Online Faculty Development Program on Telemedicine, 09-13 August 2021, Department of Electronics and Communication Engineering, NIT Jamshedpur, India in collaboration with ATAL Academy, Kolkata, India.

204. Expert session on Introduction and applications of machine learning, One week Faculty Development Program on Machine Learning: Techniques, Applications and Challenges, 03-07 August 2021, Department of Computer Science & Engineering, Oriental Institute of Science & Technology, Bhopal, India.

205. Session speaker, 5-Day Faculty Development Program on Bio-Medical Signal Processing for Smarter Mobile Healthcare, 19-23 July 2021, Department of Electronics and Communication Engineering, GIET University, Gunupur, India. (Topic: Signal processing methods for medical data analysis for healthcare)

206. Online lecture on Fourier-Bessel series expansion based empirical wavelet transform for medical signal analysis and classification, AICTE-QIP-STC on Advanced Applications in Signal Processing and Artificial Intelligence, 06-10 July 2021, School of Electrical Sciences, IIT Bhubaneswar, India.

207. Lecture on Computer-aided EEG signal analysis and classification for telemedicine, Online FDP under ATAL scheme on Artificial Intelligence, Blockchain Security and Internet of Things for beyond 5G Communications, 03-07 May 2021, IIT Indore, India.

208. Resource person, AICTE Training and Learning (ATAL) Academy Faculty Development Program (FDP) on Signal Processing and Machine Learning for AI-Driven Healthcare Systems, 23-27 June 2021, Department of Electrical Engineering, IIT Patna, India. (Topics (02): Advanced time-frequency techniques for biomedical signal and image analysis, Signal Processing and ML for automated diagnosis of medical images)

209. Keynote address on Fourier-Bessel series expansion based empirical wavelet transform for non-stationary signals, 7th National Conference on Advancements in Communication, Computing and Electronics Technology (ACCET-2021), 19 June 2021, MES College of Engineering, Pune, India.

210. Lectures (03) on Introduction to neural network and back propagation, speech data and feature engineering, speech data-speaker recognition and speech to text, and tutorials (02), Future Skilled Program on Artificial Intelligence and Machine Learning (AI-ML), 16-26 June 2021, IIT Indore, India.

211. Resource person, The online short-term course on Neural Networks and Deep Learning, 14-18, June 2021, Department of Electronics and Communication Engineering, NITTTR, Chandigarh, India. (Topic: FBSE-EWT based methods for automated classification of biomedical signals and images)

212. Guest lecture on FBSE-EWT technique: A new tool for biomedical signal analysis, Scheme for Promotion and Research Collaboration (SPARC) International Workshop on Recent Trends in Biomedical Instrumentation and Assistive Technology, 26-28 May 2021, Department of Instrumentation and Control Engineering, NIT Trichy, India.

213. Expert lecture on Telemedicine, One-week Online ATAL Faculty Development Program on Modern Techniques for Wireless Communication, 17-21 May 2021, Department of Electronics Engineering, MITS Gwalior, India.

214. Speaker, AICTE sponsored two-week Faculty Development Programme on Machine Learning in Image Processing Applications, 15-27 March 2021, Department of Electronics and Communication Engineering, Potti Sriramulu Chalavadi Mallikarjuna Rao College of Engineering and Technology, Vijayawada, India. (Topic: Machine learning for automated diagnosis of glaucoma from fundus images)

215. Expert talks (02) on Heart signal analysis and classification & brain signal analysis and classification, Recent trends in Signal Processing and Machine Learning with their Applications, 08-12 March 2021, Department of Electronics and Communication Engineering, NIT Hamirpur, India.

216. Lecture on Sound and waves (in Hindi), Rashtriya Avishkar Abhiyan, 10 March 2021, IIT Indore, India.

217. Invited lecture on Automated diagnosis of glaucoma based on fundus images, One Week International Research Workshop on Advances in Deep Learning and Applications (WADLA 2021), 22-26 February 2021, IIIT Sri City, Chittoor, India.

218. Expert talk on Time-frequency transforms and classification of EEG signals, Online Short Term Course on Basic2Advance of Signal Processing for Engineering Applications, 15-19 February 2021, MNIT Jaipur, India.

219. Expert lecture on 5G Technology applications in AI and signal processing based medical diagnosis using tele-medicine, Online Faculty Development Program on Emerging Trends in VLSI and Nanoelectronics for Building Atmanirbhar Bharat, 15-20 February 2021, Centre for Advanced Electronics, IIT Indore, India.

220. Invited speaker, TEQIP-III, BPUT Odisha Sponsored Three Days Online Short Term Training Program On Essential Tools and Techniques in Research Methodology ETTRM-2021, 11-13 February 2021, Department of Electronics & Communication Engineering, Silicon Institute of Technology, Sambalpur, India. (Topic: Research, research methodology and publication)

221. Expert lecture on EEG signal classification techniques for brain disease diagnosis, AICTE sponsored Two Week Faculty Development Program on "Hands-on project based approach for Biomedical Signal Analysis using MATLAB, 01-13 February 2021, Faculty Development Program Phase-2, Kakatiya Institute of Technology and Science, Warangal, India.

222. Invited online talk on Brain signal processing: Analysis and classification of EEG signals, 14 January 2021, MILE Laboratory, Department of Electrical Engineering, IISc Bangalore, India.

223. Invited online talk on Research directions in the area of brain signal processing, Short Term Course on Research Opportunities in Biomedical Engineering: Theory to Device (ROBiE), 08-12 January 2021, Department of Electronics and Communication Engineering, IIITDM Kancheepuram, India. (Also delivered Felicitation Address)

224. Resource person, AICTE Sponsored Six Days Short Term Training Program on Technical Writing & Research Methodology, 28 December, 2020-03 January 2021 (Slot 3), Department of Electrical & Electronics Engineering, Chaitanya Bharathi Institute of Technology, Proddatur, India. (Topic: Research and article writing process)

225. Keynote talk on Fourier-Bessel series expansion based empirical wavelet transform for signal processing, International e-Conference on Intelligent Systems and Signal Processing (e-ISSP 2020), 28-30 December 2020, Department of Electronics & Communication Engineering, G.H. Patel College of Engineering & Technology, Vallabh Vidyanagar, India.

226. Invited talk on Artificial intelligence applications to EEG signal classification, Online Faculty Development Programme in Artificial Intelligence and Machine Learning-Basics and Applications organized by Centre for Academic Leadership and Education Management under the Aegis of Pandit Madan Mohan Malviya National Mission on Teachers and Teaching, Ministry of Education, Government of India in collaboration with Department of Computer Science and Applications, 22-28 December 2020, Panjab University, Chandigarh, India.

227. Expert talks (03) on Basics of signal processing, time-frequency representation, and advanced signal processing, TEQIP-III Sponsored Online Short Term Course on Condition Monitoring of Rotating Machines using Advanced Signal Processing Techniques, 21-23 December 2020, Department of Mechanical Engineering, IIT Indore, India.

228. Guest speaker in one week Faculty Development Program under AICTE-ATAL academy on Applications of Signal and Image Processing, 15-19 December 2020, Department of Electronics & Communication Engineering, Lakshmi Narain College of Technology, Bhopal, India. (Topic: Applications of signal processing methods for classification of brain signals)

229. Resource person, UGC-HRDC Short-term Course in Bio-medical Technology with focus on Stress and its Remedies, 14-21 December 2020, Department of Biomedical Engineering, NEHU Shillong, India. (Topic: Automated classification system for brain signals)

230. Resource person, AICTE Sponsored Six Days Short Term Training Program on Technical Writing & Research Methodology, 14-19 December 2020 (Slot 2), Department of Electrical & Electronics Engineering, Chaitanya Bharathi Institute of Technology, Proddatur, Kadapa, India. (Topic: Research and technical communication)

231. Resource person, AICTE Sponsored Online Short Term Training Programme under AQIS on Advance & Emerging Trends in Signal Processing using Machine Learning, Phase II: 7-12 December 2020, GIET University, Gunupur, India. (Topic: Applications of machine learning with signal processing for ECG signal analysis and classification)

232. Lecture on Time-frequency representation, TEQIP-III Sponsored Short Term Course on Signal and Image Compression: From Fundamentals to Standards, 07-09 December 2020, Department of Electrical Engineering, IIT Indore, India.

233. Webinar on Wavelet analysis for signal processing, 04 December 2020, Department of Electronics and Communication Engineering, Mangalore Institute of Technology and Engineering, Moodabidri, India.

234. Keynote talk on FBSE-EWT method: A new domain for signal and image analysis, International Conference on Advanced Communication Technologies and Signal Processing (IEEE ACTS-2020), 04-06 December 2020, NIT Silchar, India.

235. Speaker, TEQIP Sponsored Online Short-Term Course on Artificial Intelligence, Blockchain and Internet of Things for 6G Communications, 03-05 December 2020, Department of Electrical Engineering, IIT Indore, India. (Topic: 6G Technology applications in AI based computer-aided medical diagnosis using tele-medicine)

236. Speaker, TEQIP sponsored Faculty Development Program on Fundamentals of Effective Manuscript Writing, 02-04 December 2020, Centre for Advanced Electronics, IIT Indore, India. (Topics (02): Research methodology, writing, and publication process of the manuscripts)

237. Resource person, AICTE Sponsored Six Days Short Term Training Program on Technical Writing & Research Methodology, 30 November-05 December 2020 (Slot 1), Department of Electrical & Electronics Engineering, Chaitanya Bharathi Institute of Technology, Proddatur, India. (Topic: Research and publication processes)

238. Expert speaker, AICTE-ATAL Academy Sponsored Five Days Faculty Development Program on AI for Healthcare, 23-27 November 2020, Department of Electronics and Communication Engineering, Sarvajanik College of Engineering and Technology, Surat, India. (Topics (02): EEG and ECG signals analysis and classification)

239. Resource person, TEQIP III Sponsored One-Week Online Short Term Course On Technological Innovations and Challenges in Biomedical Instrumentation, 23-27 November 2020, Department of Electrical Engineering and Biotechnology, G.B. Pant Institute of Engineering and Technology, Pauri-Garhwal, India. (Topic: Automated diagnosis techniques for heart diseases)

240. Webinar on Automated classification techniques based on signal processing and machine learning for computer-aided medical diagnosis, 27 November 2020, Department of Electronics and Communication Engineering, Vignan's Foundation for Science, Technology & Research (Deemed to be University),Vadlamudi, Guntur, India.

241. Inaugural lecture on Wavelet based time-frequency analysis, QIP sponsored short term course on Wavelet via Matrices and its Applications in signals and image processing, 16-21 November 2020, Department of Mathematics, IIT Indore, India.

242. Research talk on Research and Publication, 12 November 2020, Students Gymkhana, IIT Indore, India.

243. Expert talks (02) on Applications of artificial intelligence techniques in EEG and ECG signals classification, AICTE-ATAL Sponsored Five Days Faculty Development Program on Artificial Intelligence: Algorithms and Applications, 09-13 November 2020, Department of Electronics & Communication Engineering, H.K.E. Societys Poojya Dodda Appa College of Engineering, Kalaburagi, India.

244. Expert lecture on Signal Processing (Time-dependent spectral representation) in Short Term Training Program on Industry-Academia Convergence in Electronics & Communication Engineering under TEQIP-III, 28 October-1 November 2020, Department of Electronics Engineering, NIT Uttarakhand, India.

245. Resource person, AICTE Online STTP on Emerging Trends in Advanced Medical Systems, Applications & System Design Methodologies, 12-17 October 2020, G.H. Raisoni College of Engineering, Nagpur, India. (Topic: Signal processing and machine learning algorithms for EEG analysis and classification)

246. Expert talk on Detection of human brain disorders using novel machine learning approaches, National Seminar on Computer Vision and Image Processing (NaSCoVIP 2020), 09-11 October 2020, IEEE Gujarat Section, India.

247. Expert talk on Advanced machine learning, One Week Virtual/ Online Short Term Training Program on Advanced Machine Learning for Biosignal Data, 08-12 October 2020, Electrical Engineering Department & Information Technology Department, NIT Raipur, India. (Also Guest of Honor during the inaugural ceremony)

248. Expert lecture on Fundamentals of time-frequency analysis, QIP Sponsored (Online) Short Term Course on Computational Techniques in Image and Signal Processing, 28 September-03 October 2020, Department of Electrical and Instrumentation Engineering & Electronics and Communication Engineering, Sant Longowal Institute of Engineering & Technology, Longowal, India. (Also Guest of Honor during the inaugural ceremony)

249. Expert talk on 5G technology applications in computer-aided medical diagnosis through tele-medicine, One week online Short Term Course on 5G: Devices & Key Enable Technologies under TEQIP-III, 19-23 September 2020, Department of Electronics Engineering, MITS Gwalior, India.

250. Resource person, TEQIP-III sponsored Faculty Development Program on Recent Advances in Computational Techniques, 19-23 September 2020, Department of Information Technology, College of Engineering and Technology, Bhubaneswar, India. (Topic: Computational techniques for classification of electroencephalogram (EEG) signals)

251. Expert lectures (02) on Applications of machine learning algorithms for heart disease diagnosis and Applications of machine learning algorithms for brain disease diagnosis, TEQIP-III Sponsored Online Workshop on Artificial Intelligence and Machine Learning Applications in Healthcare, 03-07 September 2020, Department of Computer Science Engineering & Electronics and Communication Engineering, NIT Meghalaya, India.

252. Online expert lecture on Intelligent systems for diagnosis of brain disorders, Online Short-Term Training Program on Intelligent Systems and Networks (ISN-2020), Under Twinning Program TEQIP-III, 31 August-04 September 2020, Department of Electronics & Communication Engineering, Sant Longowal Institute of Engineering & Technology, Longowal & Department of Electronics Engineering, NIT Uttarakhand, India.

253. Research talk on Time-frequency domain based signal analysis, Research Talk Series 2020, 26 August 2020, Department of Electronics and Communication Engineering, IIITDM Kancheepuram, India.

254. Online expert talk on Signal processing and machine learning based automated methods for heart disease diagnosis, Two weeks online Faculty Development Program on Recent Trends in Electronics and Communication Engineering, 18-28 August 2020, Department of Electronics and Communication Engineering, G. B. Pant Institute of Engineering & Technology, Pauri Garhwal, India.

255. Session on Automated analysis and classification of EEG signals for computer-aided medical diagnosis, Faculty Development Program on Recent Advances in Electronics and Communication Engineering, 17-21 August 2020, Department of Electrical Engineering, Government College of Engineering, Kalahandi, Bhawanipatna, India.

256. Online talk (Webinar) on Time-frequency analysis techniques, 01 August 2020, Kalinga Institute of Industrial Technology, formerly KIIT University, Bhubaneshwar, India.

257. Online talk (Webinar) on Research-ethics & methodology in modern education, 30 July 2020, Department of Basic Sciences and Department of Computer Science, TRUBA College of Science & Technology, Bhopal, India.

258. Online talk (Webinar) on 5G Technology application for automated classification of EEG signals based on tele-medicine, Faculty Development Program on Recent Developments & Limitations of 5G Technology under TEQIP-III, 29 July 2020, IES College of Technology, Bhopal, India.

259. Expert talk on Time-frequency analysis of signals, 24 July 2020, Department of Electronics, G H Raisoni College of Engineering, Nagpur, India.

260. Online talk (Webinar) on Research methodology and peer reviewed journal publication process, 20 July 2020, Shiv Kumar Singh Institute of Technology and Science, Indore, India.

261. Keynote speaker, International Symposium/Summit on Data Science: A trending Technology in todays World, 16-17 July 2020, Department of Computer Science & Engineering/IT, SAGE University, Indore, India. (Topic: Biomedical data analysis and classification)

262. Online talk (Webinar) on Automated methods for classification of brain signals, 15 July 2020, Rishi M.S. Institute of Engineering & Technology for Women, Hyderabad, India.

263. Expert session (Webinar) on Signal processing based on time-frequency domain, IEEE Signal Processing Society, 14 July 2020, MESs College of Engineering, Pune, India.

264. Online talk (Webinar) on Signal processing tools and techniques, IEEE Signal Processing Society, 04 July, 2020, IIIT Allahabad, India.

265. Keynote speaker, TEQIP-III assisted online comprehensive training program on MATLAB for Engineering Graduates, 05-18 June 2020, Department of Electronics and Communication Engineering, Bundelkhand Institute of Engineering & Technology, Jhansi, India. (Topic: MATLAB based time-frequency analysis)

266. Online talk (Webinar) on Evolution prospects of technical education during COVID 19, 09 June 2020, Sri Satya Sai University of Technology and Medical Sciences, Sehore, India.

267. Online talk (Webinar) on Time-frequency analysis, 18 May 2020, Department of Electronics Engineering, G.H. Raisoni College of Engineering, Nagpur, India.

268. Online talk (Webinar) on Peer-reviewed publications, impact factor, H and I Index, and citations, 06 May 2020, School of Electrical and Electronics Engineering, Sathyabama Institute of Science and Technology (Deemed to be university), Chennai, India.

269. Speaker, QIP Short Term Course on Recent Advancement in Signal and Image Processing with Hands-on Sessions, 02-06 March 2020, Department of Electrical Engineering, IIT Indore, India. (Topics (02): Signal analysis techniques)

270. Expert speaker, TEQIP Short term course on Application of MATLAB in Bioengineering, 27-31 January 2020, Department of Mechanical Engineering and Department of Biosciences & Biomedical Engineering at IIT Indore, India. (Topics (02): EEG-ECG signal processing for health care technology)

271. Lecture on Machine learning and signal processing based methods for computer-aided medical diagnosis, IEEE Lecture Series, IEEE Kharagpur Section, 27 January 2020, IIT Kharagpur, India.

272. Valedictory speech on Database and algorithms (Information Technology), One Week Faculty Development Programme, 26-30 December 2019, Department of Information Technology, SGSITS Indore, India.

273. Speaker, Faculty Development Program on Machine Learning, 23 December, 2019-04 January 2020, Department of Computer Science & Engineering, Institute of Engineering & Science, IPS Academy, Indore, India. (Topic: Machine learning for heart and brain diseases)

274. Expert lecture on Machine learning for classification of EEG signals in Department of Science and Technology Funded Short Term Training Program on Artificial Intelligence (AI), Machine Learning (ML) and Deep Learning, 17-26 December 2019, MANIT Bhopal, India.

275. Expert lecture on Advance signal processing for communication, including non-stationary signal processing and time-frequency analysis, Faculty Development Program on Signal Processing Perspectives in Wireless Communication, 19-28 December 2019, Department of Electronics & Telecommunication Engineering, Babasaheb Naik College of Engineering, Pusad, India.

276. Plenary talk on Biomedical signals in AICTE sponsored two week Faculty Development Programme on Pedagogy of Signal Processing and its Application, 09-20 December 2019, Department of Electronics and Telecommunication Engineering, Ramrao Adik Institute of Technology, Nerul, India.

277. Expert talk on Time-frequency analysis for communications, AICTE Sponsored Two Week Faculty Development Programme on Recent Advances in Microwave and Communication, 03-13 December 2019, Department of Electronics & Telecommunication Engineering, SGSITS Indore, India.

278. Resource person, AICTE Sponsored Two Weeks Faculty Development Program on Emerging Trends in Speech, Image & Video Processing Techniques, 25 November-07 December 2019, Department of Electronics and Telecommunication Engineering, Sanjivani College of Engineering, Kopargaon, India. (Topics (02): Speech signal processing based on variational mode decomposition)

279. Speaker, Short Term Training Program on Design and Development of System on chip using Low Power VLSI, Sponsored by AICTE, 25-30 November 2019, Department of Electronics & Instrumentation Engineering, SGSITS Indore, India. (Topic: Signal processing and machine learning for computer-aided medical diagnosis)

280. Guest speaker, Faculty Development Program on Recent Trends in Robotics Control & Instrumentation, 18-22 November 2019, Department of Electronics & Instrumentation Engineering, Institute of Engineering & Technology, Bundelkhand University, Jhansi, India. (Topic: Automated analysis and classification of brain waves (EEG signals) for BCI applications)

281. Keynote speaker, International Conference on Recent Advances in Communication, Energy and Sensors (RACES 2019), 13-15 November 2019, Sathyabama Institute of Science and Technology (Deemed to be University), Chennai, India. (Topic: Analysis and classification of EEG signals for medical applications)

282. Invited talk on Computer-aided diagnosis for epilepsy, International Conference on Computational Mathematics and its Applications (CMA 2019), 12-14 November 2019, IIT Indore, India.

283. Speaker, Lumini19, Tech Conference, 14-15 September 2019, BITS Pilani, Goa, India. (Topic: Signal processing and machine learning for biomedical applications)

284. Keynote talk on Automated systems for classification of non-stationary biomedical signals, International Conference on Machine Intelligence and Signal Processing (MISP-2019), 07-10 September 2019, IIIT Allahabad, Prayagraj, India.

285. Expert lecture on Research methodology, TEQIP Sponsored Two Days Workshop on Research Methodology & R programming, 31 August-01 September 2019, MITS Gwalior, India.

286. Resource person, 30 August 2019, Sri Ram College of Engineering and Management, Banmore, India. (Topic: Research methodology)

287. Expert speaker, TEQIP Short term course on Programming for Research Application using MATLAB, 29 June-01 July 2019, Department of Mechanical Engineering, IIT Indore, India. (Topic: Time-frequency analysis using MATLAB)

288. Expert speaker, Faculty Induction Program 2019 on Advanced Pedagogy and Digital Tool, Phase I, 17-21 June 2019 and Phase II, 24-28 June 2019, IIT Indore, India. (Topics (02): Research Methodology and Technical Communication to develop skills which will strengthen their endeavours in the pursuit of PhD level projects, R&D and supervision of graduate students in the Masters' and PhD Programmes)

289. Resource person, Faculty Development Program entitled Recent Trends in Signal Processing, 23 April 2019, Department of Electronics and Communication Engineering, Aditya Engineering College, Surampalem, India. (Topics (02): Time-frequency methods and automated classification of EEG signals)

290. Expert talk on Implementation of signal processing algorithms for health care systems, TEQIP III Sponsored Short Term Course on Advancements in Microelectronics and VLSI Design, 11-15 March 2019, Department of Electronics and Instrumentation Engineering, SGSITS Indore, India.

291. Expert talks (02) on Biomedical signal processing and analysis, TEQIP III Sponsored Short Term Course on Signal and Image Processing for Medical Applications, 20-24 February 2019, Department of Electronics and Communication Engineering, VNIT Nagpur, India.

292. Speaker, Short-Term Course on Advanced Data Analytics using Machine Learning, 17 January 2019, Acropolis Institute of Technology and Research, Indore, India. (Topic: Machine learning)

293. Lectures (02) on Time-frequency analysis using MATLAB, Faculty Development Programme (FDP) under TEQIP-III (RGPV) on MATLAB and Its Applications, 27-31 December 2018, Oriental College of Technology, Bhopal, India.

294. Keynote talk on Time-frequency domain based signal processing, National Conference on Emerging Trends and Research in Electronics & Communication Engineering-2018 (NCETRECE), 26-27 November 2018, Department of Electronics and Communication Engineering, Lakshmi Narain College of Technology, Indore, India.

295. Expert lectures (04) on Signals and systems, 27-29 September 2018, Department of Electronics Engineering, Yeshwantrao Chavan College of Engineering, Nagpur, India.

296. Speaker, Summer Faculty Training Program on Active Learning (under TEQIP-III), Phase 3, 25-29 June 2018; Phase 4, 02-06 July 2018, IIT Indore, India. (Topics (02): How to get research proposals and funding: Innovation, entrepreneurship, and inter-disciplinary research)

297. Resource person, One Week Faculty Development Programme on Programming and GUI Development using MATLAB, 11-15 June 2018, Acropolis Institute of Technology and Research, Indore, India and IIITDM Jabalpur, India. (Topic: Implementation of time-frequency analysis methods in MATLAB)

298. Guest speaker, Faculty Development Program under TEQIP-III, Research Avenues and Trends on Digital Signal Processing, Computational Algorithms and Architectures-2018, 04-09 June 2018, Hindustan College of Science and Technology, Mathura, India. (Topics (02): Time-frequency analysis and biomedical signal processing)

299. Expert lectures (02) on Basics of signal analysis, Two-Days Short Term Course on Bearing and Gear Fault Diagnosis under TEQIP-III, 26-27 March 2018, Department of Mechanical Engineering, IIT Indore, India.

300. Expert sessions (04) on Digital signal processing, 01-03 February 2018, Department of Electronics Engineering, Yeshwantrao Chavan College of Engineering, Nagpur, India.

301. Lectures (03) on Peer-reviewed publications (Impact factor, H & I index, citation), Faculty Induction Workshops under TEQIP-III, Phase A: 17-21 January 2018, Phase B: 23-27 January 2018, and Phase C: 29 January-02 February 2018, IIT Indore, India.

302. Keynote address on Automated classification of electroencephalogram signals, National Conference on Soft Computing and Intelligent Techniques in Science and Engineering (SCITSE), 25 November 2017, Department of Computer Science & Engineering, NIT Raipur, India.

303. Expert lecture on Time-frequency analysis, TEQIP Two-day seminar on Mathematical Techniques in Wireless Networks, 27-28 October 2017, SGSITS Indore, India.

304. Keynote speech on Empirical wavelet transform based methods for automated classification of EEG signals, 2017 International Conference on Current Trends in Computer, Electrical, Electronics and Communication (ICTCEEC), 08-09 September 2017, Mysore, India.

305. Guest lecture on Problems in biomedical signal processing, 24 August 2017, Department of Electronics and Electrical Engineering, IIT Guwahati, India.

306. Speaker, International Symposium on Computational Mathematics, Optimization, and Computational Intelligence (CMOCI 2017), 17-19 July 2017, IIT Indore, India. (Topic: Computer-aided diagnosis of epilepsy from EEG signals using empirical wavelet transform)

307. Lecture on Speech signal processing based on variational mode decomposition, 04 July 2017, National Technical Research Organization, Government of India, New Delhi, India.

308. Invited talk on Empirical wavelet transform based methods for analysis and classification of epileptic seizure EEG signals, 08 April 2017, Department of Electronics and Electrical Engineering, IIT Guwahati, India.

309. Lecture on Signal processing in MEMS devices, Short Term Course on Mechatronics, MEMS, and Micro Fabrication, 19-23 December 2016, School of Engineering, IIT Indore, India.

310. Expert talk on Fourier transform to tunable-Q wavelet transform (TQWT), National Workshop on Wavelet Transform and its applications in Signal Processing sponsored by M. P. Council of Science and Technology, 04-05 November 2016, Department of Electronics and Communication Engineering, IES, IPS Academy, Indore, India.

311. Expert lectures (02) on Automated classification of EEG signals for computer-assisted diagnosis and automated diagnosis of diabetic and coronary artery diseases using heart signals, National Workshop on Recent Advances in Biomedical Signal Processing: Applications to Rehabilitation and Therapeutic Solution (BSP:RTS16), 21-23 August 2016, Department of Biomedical Engineering, NIT Raipur, India.

312. Invited lecture on Detection of epileptic seizures from EEG signals, International Conference on Recent Advances in Mathematics and Their Applications (ICRAMTA-2016), 10-12 July 2016, Department of Mathematics, University of Rajasthan, Jaipur, India.

313. Keynote speaker, National Conference on Advances in Neuroimaging and Applications in Cognitive Disorders (ANACOD), 03-04 May 2016, National Brain Research Center, Manesar, India. (Topic: Automated classification of EEG signals for computer-aided medical diagnosis)

314. Seminar on Features based on non-stationary signal models for analysis and classification of EEG signals, Faculty Development Programme on Theory and Applications of Signals and Systems, 18-23 March 2016, MANIT Bhopal, India.

315. Seminar on Modern computing methods for adaptive interfaces in aBCI, Two Days National level Workshop on Modern computing technologies for Affective Brain Computer Interface (ABCI), 08 January 2016, National Engineering College, Kovilpatti, India.

316. Lecture on Empirical mode decomposition based methodologies for analysis and classification of epileptic seizure EEG signals, R&D lecture on Path towards Effective Research, 20 June 2015, Kongu Engineering College, Perundurai, Erode, India.

317. Lecture on Features based on the non-stationary signal models for analysis and classification of brain signals (EEG and MRI), DBT sponsored seminar on Advances in Bio-inspired Computing for Medical Image Diagnostics, 19 June 2015, Kongu Engineering College, Perundurai, Erode, India.

318. Keynote speech on Detection of epileptic seizures from EEG signals, Third National Seminar on Advance Techniques in Signal Processing and Communication, 28 November 2014, Lakshmi Narain College of Technology, Indore, India.

319. Expert lecture on Classification of EEG signals based on empirical mode decomposition, Three Days Workshop on Recent Trends in Biomedical Engineering and Healthcare Services, 20-22 February 2014, Department of Biomedical Engineering, SGSITS Indore, India.

320. Expert lecture on Time-frequency analysis with application to wireless communications, One week Short Term Training Program on Fundamentals and Applications of Wireless Communications, 27-31 January 2014, Department of Electronics and Telecommunication, SGSITS Indore, India.

321. Expert lecture on Simulation and its applications in electronics and communication engineering, Short Term training Program on Simulation and its Applications in Electronics and Communication Engineering under TEQIP II, University Institute of Technology, 20-24 January 2014, RGPV Bhopal, India.

322. Lecture on Empirical mode decomposition and its applications in EEG signal analysis, National Workshop on Latest Trends in Digital Signal Processing, 05 October 2013, Department of Electronics, MITS Gwalior, India.

323. Eminent speaker, Technosummit 2013, 07 September 2013, Sathyabama University, Chennai, India. (Topic: Time-frequency methods)

324. Guest lecture on Time and frequency analysis, 16 August 2013, Military College of Telecommunication Engineering, Mhow, Indore, India.

325. Expert lectures (02) on Biomedical signal processing and speech signal processing, Short Term Training Program on Digital Image and Signal Processing, 28 November-02 December 2011, MANIT Bhopal, India.

326. Keynote speaker, National Conference on Advancement and Challenges in Technology and Management-2011 (NCACTM-2011), 04-05 November 2011, Jagadguru Dattatray College of Technology, Indore, India. (Topic: Signal representation domains)

327. Expert lecture on Time-frequency analysis, AICTE Sponsored Staff Development Programme on Current Trends in Signal Processing, 16-28 September 2011, Department of Electronics and Instrumentation Engineering, Samrat Ashok Technological Institute, Vidisha, India.

328. Keynote speaker, National Multi-Conference on Contemporary Global Trends in Technology and Management (CGTTM 2011), 18-20 August 2011, Lakhsmi Narain College of Technology, Indore, India. (Topic: Recent trends in communication engineering)

Abroad:

1. Plenary speaker, 6th International Conference on Biomedicine and Bioinformatics Engineering (ICBBE 2026), 17-19 April 2026, Nanchang, China. (Topic: Automated detection of EEG signals for medical applications)

2. Keynote speaker, 2025 3rd International Conference on Data Analysis and Machine Learning (DAML 2025), 26 December 2025, Kuala Lumpur, Malaysia. (Topic: Automated detection of epileptic seizures from EEG signals)

3. Keynote speaker, 2025 4th International Symposium on Clinical Medicine and Mental Health (CMMH 2025), 05-06 December 2025, Zhengzhou, China. (Topic: Intelligent systems for epilepsy detection from EEG)

4. Keynote talk on Advanced signal processing for EEG-based epilepsy detection, 4th IEEE International Conference on Signal Processing, Information, Communication and Systems 2025 (SPICSCON 2025), 21-22 November 2025, University of Rajshahi, Rajshahi, Bangladesh.

5. Keynote speaker, 12th International Conference of Image Processing, Wavelet and Applications (IWW 2025), 03-05 November, 2025, Istanbul Technical University, Istanbul, Turkiye. (Topic: Multivariate empirical wavelet transform for epileptic seizure detection from EEG)

6. Invited talk on Multichannel data processing for healthcare applications, Tech-Biomed (Session-01), IEEE EMBS Bangladesh Chapter and IEEE Bangladesh Section, Virtual event, 10 September 2025, Bangladesh University of Engineering and Technology (BUET), Dhaka, Bangladesh.

7. Keynote speaker, The 2024 5th International Conference on Signal Processing and Computer Science (SPCS 2024), 23-25 August 2024, Harbin, China. (Topic: Multichannel iterative filtering and applications)

8. Keynote speaker, 2024 International Conference on Machine learning and Intelligent Computing (MLIC 2024), 26-28 April 2024, Wuhan, China. (Topic: Machine learning based automated classification of multichnannel EEG)

9. Keynote speaker, 2024 3rd International Conference on Image, Signal Processing and Pattern Recognition (ISPP 2024), 08-10 March 2024, Kunming, China. (Topic: Multichannel signal processing and machine learning)

10. Keynote speech on Automated glaucoma diagnosis methods based on signal processing and machine learning, 2024 International Conference on Remote Sensing, Mapping and Image Processing (RSMIP2024), 19-21 January 2024, Xiamen, China.

11. Lecture on Multichannel signal processing for health applications, 26 July 2023, Department of Computer Engineering, Modeling, Electronics and Systems Engineering, University of Calabria, Rende, Italy.

12. Inaugural talk on Multivariate signal processing: A useful framework for medical applications, Workshop on NICE-Healthcare (Novel Intelligent Computing mEthods for healthcare requirements forecasting, allocation and management), 11 July 2023, University of Malta, Malta.

13. Keynote speaker, 2023 3rd International Conference on Signal Image Processing and Communication, 26-28 May 2023, Kunming, China. (Topic: Automated AI driven systems for diagnosis of brain and heart diseases)

14. Keynote speaker, International Congress on Artificial Intelligence in Medical Sciences (AIMS 2023), 17-19 May 2023, Kish Island, Iran. (Topic: Multichannel signal processing enabled artificial intelligence for diagnosis of brain disorders)

15. Keynote speaker, 2023 2nd International Conference on Image, Signal Processing and Pattern Recognition（ISPP2023), 24-26 February 2023, Changsha, China. (Topic: Multichannel signal processing for medical applications)

16. Talk on Multivariate signal processing for EEG analysis and classification, 01 August 2022, Center for Cognitive Neuroscience Berlin, Free University of Berlin, Germany.

17. Keynote speaker, 2022 2nd International Conference on Signal Image Processing and Communication (ICSIPC2022), 20-22 May 2022, Qingdao, China. (Topic: Multivariate signal processing with biomedical applications)

18. Keynote speaker, Fourth International Conference on Engineering, Science, and Technology (ICEST2022), 16-17 February 2022, Luxor, Egypt. (Topic: Multivariate EEG signal processing)

19. Keynote speech on Signal processing and machine learning for healthcare applications, 11th International Advanced Computing Conference (IACC 2021), 18-19 December 2021, University of Malta, Malta.

20. Speaker, Third International Conference on Engineering, Science, and Technology (ICEST2021), 28-29 July 2021, Luxor, Egypt. (Topic: Fourier-Bessel series expansion based empirical wavelet transform and applications)

21. Speaker, 2020 4th International Conference on Advances in Computing and Data Sciences (ICACDS-2020), 24-25 April 2020, Faculty of Information & Communication Technology, University of Malta, Malta. (Topic: Detection of epilepsy from EEG signals)

22. Seminar on Automated analysis and classification of electroencephalogram (EEG) signals, 28 January 2019, School of Medicine, Taylorˊs University, Subang Jaya, Malaysia.

23. Seminar on Research work related to EEG, ECG, and speech processing, 29 October 2015, Aalto University, Helsinki, Finland.

24. Seminar on Computer-aided diagnosis of coronary artery disease from heart rate signals based on nonstationary signal processing, First Finnish-Indian Joint Symposium on Future Opportunities in Health, Drug Development and Diagnostics, 27 October 2015, University of Turku, Turku, Finland.

25. Seminar on Features based on the non-stationary signal models for analysis and classification of EEG signals, 12 December 2014, Intelligent Systems Research Centre, Ulster University, Londonderry, UK.