Custom LLM Expert via RAG and FAISS
Built a specialized LLM system using RAG and FAISS to create an expert assistant for in-house PDFs, reducing hallucinations and improving accuracy.
Advanced Face Recognition with Contrastive Learning
Developed an advanced face recognition system using cutting-edge contrastive learning techniques like SimCLR, CLIP, and SimCSE with deep metric learning.
AI-Powered Social Distancing Monitor
Developed a production-ready AI system that could monitor social distancing compliance in real-time using computer vision and deep learning.
Medical Imaging AI for Mammogram Analysis
Developed a weakly-supervised segmentation model for mammogram analysis that provides explainable predictions for clinical use.
Protein-Ligand Interaction Prediction System
Developed a machine learning system that predicts how proteins interact with small molecules, contributing to drug discovery research.