NLP | Generative AI | Full-Stack LLM Development | Product Design Enthusiast
I'm a developer passionate about building intelligent, practical applications powered by Generative AI and NLP.
My work focuses on the entire lifecycle of an AI product, from core model development to user-facing interfaces. I have hands-on experience in:
- 🧠 LLM Fine-Tuning: Adapting foundational models for specialized tasks and improved performance.
- 📚 RAG Systems: Architecting and implementing Retrieval-Augmented Generation pipelines for context-aware, factual, and up-to-date responses.
- 💻 Full-Stack Design: Building robust backends for model serving and scalable APIs, alongside intuitive frontends for seamless user interaction.
- 💾 Database Systems: Managing data flow with both traditional databases and modern vector indexes for efficient semantic search.
- GenAI Orchestration: LangChain, LlamaIndex
- LLM Inference & Serving: vLLM, Hugging Face Transformers
- Vector Search: Faiss, Pinecone, ChromaDB, Weaviate
- Backend: Python (FastAPI, Django, Flask)
- Databases: PostgreSQL, MongoDB, Redis
- 🖥️ See my portfolio at Github Pages
- ✉️ You can contact me at mohit.iit16@gmail.com
