PhD in Computer Science, Baylor University, TX, USA (Aug 2020 - May 2025)
Research on Deep Learning and Computer Vision. Dissertation on “Deep Learning of Visual Features with Limited Supervision.”
B.Tech in Information Technology, Institute of Engineering & Management, Kolkata, India (Aug 2013 - May 2017)
Machine Learning Intern (ADISE), Dow, Midland, MI, USA (May 2024 - Aug 2024)
Developed and implemented lane detection and quality measurement algorithms using dashcam video data.
Data Science Intern, AI Camp, Palo Alto, CA, USA (May 2023 - Sep 2023)
Improved quality of response from Large Language Model (GPT) using Augmentation technique with LangChain and OpenAI API.
Graduate Research Assistant, Baylor University, Waco, TX, USA (Aug 2020 - Present)
Helped secure TPWD research grants, published in ISVC and WACV, and developed models for invasive species recognition and life stage identification.
Graduate Research Assistant, Rochester Inst of Tech, R2 Research Univ., Rochester, NY, USA (Aug 2019 - June 2020)
Developed SLAM loop closure system with a Deep Learning based Hashing model.
Data Analysis and Visualization Intern, Central Institute of Drug Research, India (Oct 2017 - Apr 2019)
Conducted Literature survey about diseases with Data analysis and Map visualizations.
Tweetsy.io (SaaS) (2022 - 2023)
Tweet searching, scheduling, AI paraphrasing; Used AWS EC2 for backend, Sagemaker for ML, MongoDB for Database. Raised angel investment.
Efficient Privacy Preserving Federated Learning (2023 - 2024)
Created a federated learning strategy to improve communication efficiency and class balance using dropout and quantization.
Mayo Clinic Stroke Classification (2021)
Neural network model to predict blood clot type. Used Hyperparameter Tuning, Feature Engineering to get top performance.
Option Trading using Black Scholes (2022 - 2023)
Implemented option trading system using Black Scholes. Used python with NumPy, Scikit-learn for programming.
Reviewer at Neural Information Processing Systems (NEURIPS 2024)
Won a Computer Vision Hackathon AirView, Rochester, NY. (2020)
Volunteered at the International Student center, Baylor Univ. (2021 - 2023)