Advised Hypergraph Coarsening with preserved HyperGNN Performance Research on scalable hypergraph representation learning Graph Transformer for Molecular Dipole Prediction Ongoing research on transformer architectures for molecular property prediction Graph Coarsening with Preserved GNN Performance Research at IIT Delhi on efficient graph reduction techniques Continuous Dynamic Temporal Graph Coarsening Ongoing research on dynamic graph compression techniques Creating Dataset for Generative AI of PCB Design & Simulation Software Dataset creation for AI-driven PCB design automation Non-Advised Academic Coursework Projects Selected projects from coursework and self-learning Construction Site Monitoring with Computer Vision ML-based construction project tracking system analyzing photos and drawings Physics-Informed ML for PCB Thermal and EM Simulation Data generation pipeline for ML-based PCB simulation Graph Neural Network Research Tools & Infrastructure Development of tools and utilities for GNN research
