Research

Ongoing Projects

Federated Graph Learning for Spatio-Temporal Urban Crime Dynamics in Heterogeneous Urban Systems

(P.I. - Dean OGE, IITM, Co-PI - Dr. Manoj Kumar, Grant  - INR 1 Million, Funding Agency - ICSR, IITM)

Completed Projects

Artificial neural network based decision support system and inventory management(2024-25)

(P.I. - Dr. Manoj Kumar, Grant - INR 1 Million, Funding agency - Walmart Center for Tech Excellence)

MTech. Project Students

Ongoing M.Tech. Thesis Supervision (Data Science & AI, Batch 2024–2026)

Arjun Manathara (Jointly with Dr. Ritika Jain, IIT Madras Zanzibar ) 

Malavika N. (Jointly with Prof. Balaji Srinivasan, IIT Madras Chennai)  

Vikalp Srivastava (Jointly with Prof. Arnav Bhavsar, IIT Mandi) 

M.Tech. Thesis Supervision (Data Science & AI, Batch 2023–2025)

Madhusudan Verma
Thesis Title: Generalization Bounds for Neural Ordinary Differential Equations

Current Position: Data Scientist, Roadzen Technologies Pvt. Ltd.

Gaurav Sarma
Thesis Title: Leveraging AI and Machine Learning in Trading and Modern Finance
Current Position: Data Scientist, Systech Solutions Pvt. Ltd.

Ali Hamad Bakar
Thesis Title: Inventory Management Using Physics-Informed Machine Learning
Current Position: ICT Officer, Tanzania Meteorological Authority

Adithya Rajnarayanan (Jointly with BOSCH)
Thesis Title: Estimation of Building Energy Consumption for V2G Optimization
Current Position: Software Engineer, Red Hat India Pvt. Ltd.

Interns

Sanika Vaidya (Institute of Chemical Technology, Mumbai), May 2025 - August 2025.

Aditya Kumar (Rajiv Gandhi Institute of Petroleum Technology, Amethi, May 2026-August 2026.

Amit Prajapat (Rajiv Gandhi Institute of Petroleum Technology, Amethi), May 2026-August 2026.