Projects
RAG-Based Document Assistant
Architected a hybrid retrieval pipeline using LlamaIndex, SBERT embeddings, BM25, and ChromaDB. Implemented reciprocal reranking and evaluated performance using RAGAS metrics.
AI-Based Person Detection, Tracking & ID Tagging
Designed a real-time multi-person detection and tracking system using YOLOv8 and ByteTrack.
Customer Churn Prediction
Developed end-to-end ML pipelines with feature engineering and model evaluation, achieving ROC-AUC of 0.81 and recall of 0.78.
AI Resume Auditor
Built a modular AI resume screening system using SBERT + TF-IDF similarity scoring, LLaMA-3 for contextual evaluation, PII-redaction security layer.
Age & Gender Detection
CNN-based facial attribute recognition using TensorFlow & Keras.