Jayant Vyas Email & Phone Number

Hii, I'm a PhD Scholar from CSE, IIT Jodhpur. Recently I completed my six-month Research Internship @ Accenture Labs, Bengaluru. We have developed a headless distributed (both model and data) training scheme for resource constraint edge devices using Federated Learning and Split Learning. This work is accepted for publication in COMSNETS 2024. My Ph.D. dissertation is on developing Recommender Systems for Next-Gen Transportation to ensure safety, efficiency, quality of service, fuel efficiency, profitable, and economical rides. Route Recommendation, Driver Behavior Analysis, Taxi Ridesharing, Parcel Delivery, and Human Mobility are some of the use cases of the developed system. My research area includes Artificial Intelligence, Distributed Learning (Federated & Split Learning), Edge Intelligence, On-Device AI, Intelligent Transportation Systems and AI for Social Good. I'm open to collaboration for research in the above-mentioned areas and closely aligned areas not mentioned above.