At Indian Institute of Technology (IIT) Guwahati, I engineered a teacher-guided Discriminative Flow Matching framework using Vision Transformer backbones. The work was accepted at NLDL 2027.
At Indian Institute of Science Education and Research (IISER) Bhopal, I developed a sports analytics pipeline for international ODIs, engineering 11 dynamic metrics and applying SHAP feature attribution. My research also examined forecasting strategies that achieved 84.6% accuracy.
At Indian Institute of Science (IISc), I formulated convex optimization frameworks for budget-constrained serosurveys and analyzed minimax game formulations for disease prevalence bounds. I also co-authored research on video distress detection and cluster-aware federated pruning.
