SKILLS

What the projects show

Skills grouped by area, each linked to the projects that demonstrate it. No self-rated scores.

AI / Machine Learning

Python · PyTorch · Hugging Face Transformers · PEFT / LoRA fine-tuning · scikit-learn · XGBoost / LightGBM · LSTM / RNN · ONNX export & in-browser inference

Computer Vision & Multimodal AI

CNNs (ResNet, DenseNet, EfficientNet) · Vision transformers (SigLIP, EVA-02) · CLIP / contrastive image-text models · Vision-language model evaluation · YOLO object detection · Grad-CAM attribution

LLMs, RAG & AI Agents

Retrieval-augmented generation · Hybrid dense + BM25 retrieval · Cross-encoder reranking · Multi-agent orchestration · OpenAI API · Anthropic API · Speech recognition (Whisper) · LangChain

Backend & APIs

FastAPI · Node.js / Express / NestJS · WebSockets / Socket.IO · Task queues (Celery, ARQ) · Go

Frontend Engineering

React · Next.js · TypeScript · Tailwind CSS · three.js / WebGL · Flutter · WebRTC

Databases & Retrieval

PostgreSQL (incl. row-level security) · Qdrant · FAISS · Redis · Neo4j / graph retrieval · MongoDB · Pandas / NumPy

Infrastructure & MLOps

Docker · Hugging Face Hub & Spaces · CI with GitHub Actions · OpenTelemetry / observability · Vercel / Render deployment · Firebase

Research Methodology

Calibration (temperature scaling, ECE) · Conformal prediction · Bootstrap CIs & paired significance tests · Leakage-safe splits & dataset auditing · Explainability (SHAP, counterfactuals)