Skills

Machine Learning & Deep Learning

Supervised & Unsupervised Learning, Feature Engineering, Model Evaluation, Precision, Recall, F1-score, ROC-AUC, Data Leakage Detection & Imbalance Handling, End-to-End ML Pipeline Design

NLP, LLMs & Retrieval Systems

Retrieval-Augmented Generation (RAG), Semantic Search & Hybrid Retrieval (BM25 + Vector) Text Classification, SBERT, FAISS, ChromaDB, LlamaIndex, TF-IDF & Embedding Optimization, RAGAS (Faithfulness, Context Recall Evaluation)

Computer Vision

YOLOv8, ByteTrack, DeepSORT, OpenCV, Object Detection, Multi-Person Tracking, Image Classification

Programming & Analytics

Python, SQL (SQLAlchemy), Pandas, NumPy, Matplotlib, Seaborn, Exploratory Data Analysis (EDA), TensorFlow, Scikit-learn, FastAPI, Streamlit, Git

Deployment & Tools

Flask (Basic APIs), Google Colab, Git, GitHub