Research

Ongoing 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)

Inventory management is crucial in the manufacturing industry, especially when dealing with costly machinery and goods. Effective inventory systems rely on sales data to determine the quantity and type of products to purchase. This work explores how integrating deep learning can enhance inventory management by predicting inventory flow and analyzing the relationship between sales and inventory. 

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 (ICT Mumbai), May 2025 - August 2025.