MS Research Scholar,
@Machine Learning & Big Data Handling Lab
I have completed my Master of Science (by Research) in Computer Science and Engineering at IIT Indore in November 2021. I worked on my MS Thesis with Dr. Aruna Tiwari on Predictions in Non-stationary Data-Streams using Fuzzy Clustering-based Adaptive Regression.
Research Interests
- Machine Learning
- Datastream Mining
- Concept Drift
Education
- MS (Research) (Computer Science & Engineering)
- Indian Institute of Technology, Indore
- July 2019 - November 2021
- B.E. (Information Technology)
- Institute of Engineering and Technology, Indore
- Aug 2013 - May 2017
Experiences
- Application Development Associate
- May 2017 - July 2018
- Accenture Solutions Private Limited, Bengaluru, India
Projects
- Image Denoising using autoencoders.
- A fuzzy clustering based regression models for concept drifted datastreams.
Publications
- Ajay Choudhary, Preeti Jha, Aruna Tiwari, Neha Bharill "A Brief Survey on Concept Drifted Datastream Regression" , Soft Computing for Problem Solving. Advances in Intelligent Systems and Computing, vol 1393. Springer, Singapore. https://doi.org/10.1007/978-981-16-2712-5_57.
- Ajay Choudhary, Preeti Jha, Aruna Tiwari, Neha Bharill and Milind Ratnaparkhe "Scalable Fuzzy Clustering-based Regression to Predict the Isoelectric Points of the Plant Protein Sequences using Apache Spark" , 2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2021, pp. 1-6, doi: 10.1109/FUZZ45933.2021.9494447.