I'm a Full Stack Developer & AI Engineer with 1+ year of hands-on startup experience. I build real products — not just tutorials.
Currently working at Purview Services on a telehealth platform, smart-glasses asset inspection, and AI-powered workflows.
farhaan = {
"role": "Full Stack Developer & AI Engineer",
"location": "Hyderabad, India",
"experience": "1+ year @ Purview Services",
"stack": ["Python", "FastAPI", "React", "Node.js", "LLMs", "RAG", "FAISS"],
"building": "Local RAG pipelines, LLM integrations, real-time dashboards",
"open_to": "AI Engineer / Full Stack roles"
}These aren't tutorial projects. These are things I shipped at a startup or built to solve real problems.
| Project | Stack | Highlights |
|---|---|---|
| 🤖 Mini RAG Pipeline | Python, FAISS, MiniLM, Ollama, LLaMA3 | Fully local RAG — zero API cost, semantic search, top-k retrieval |
| 🏥 Telehealth Platform | React, Agora RTC, WebRTC, Firebase, FastAPI | Real-time video consultation, auth, session handling |
| 🕶️ Smart Glasses Dashboard | Vuzix M400, React, Google Sheets, SQLite | Hands-free asset scanning → live BOM/inventory dashboard |
| 👁️ People Detection System | YOLOv8, OpenCV, FastAPI, Streamlit, RTSP | Real-time IN/OUT counting over live RTSP streams |
| 📚 Book Recommendation Engine | TF-IDF, ChromaDB, Cosine Similarity, Streamlit | 8,000+ books, recommendations in <2 seconds |
| 🔐 Auth System | Node.js, Next.js, MongoDB, JWT | Registration, email verify, password reset, RBAC |
Embeddings → sentence-transformers (MiniLM), TF-IDF, ChromaDB, FAISS
LLM Integration → Ollama (LLaMA3), LLM APIs, prompt engineering
RAG Pipelines → chunking, vector search, context injection, response generation
Computer Vision → YOLOv8, OpenCV, centroid tracking, RTSP streams
Speech → Google STT/TTS, turn-level context handling
- 🔨 Building — deepening RAG pipelines with reranking, hybrid search, and persistent vector stores
- 📖 Learning — LangChain, LlamaIndex, fine-tuning with LoRA
- 🎯 Goal — Land a strong AI Engineer / Full Stack role at a product company
- 🌱 Next project — Agentic AI with tool use
B.E. in Artificial Intelligence & Data Science Chaitanya Bharathi Institute of Technology, Hyderabad | 2021–2025 | CPI: 7.61
AWS Cloud Practitioner Essentials · Cybersecurity Foundations · Python Programming
"The best way to learn is to build."
⭐️ If any of my projects helped you, consider giving them a star!