Naman G.

Need an AI agent, an LLM feature or a RAG chatbot added to your product, and working on your real data instead of only in a demo? That is exactly what I build in Python and FastAPI, with a 100% Job Success Score and Top Rated Plus. Most AI features look great in a demo and then give wrong answers on real documents. I fix that part first. I test answer quality on a sample of your own data before building the rest, so you know early that it works. 🤖 What I build for you AI agents that call your APIs and take real actions, not just chat. LLM features inside your existing app, like document Q&A, smart search and summaries, using OpenAI, Claude, LangChain and LlamaIndex. RAG chatbots trained on your own files, with Pinecone, Qdrant, Chroma, FAISS or PostgreSQL. AI automations that remove manual work from your team. Python backends with FastAPI, Django and Flask, plus scripts and data pipelines. ✅ What I have already built An AI tool for long PDFs where users upload a file, ask a question and get the answer pulled straight from the document, right next to their notes. I built the full app, the PDF reader, the chunking, the embeddings and the retrieval. A RAG assistant for a healthcare team, so staff can ask questions in plain language and get answers from their own medical documents, not a generic AI guess. An AI analytics dashboard where a business owner asks "why did revenue drop this week" and gets an answer from live data, with no charts to build. 🎨 A bonus most AI developers do not have Before moving fully into AI, I spent 2 years building frontends and product UI for SaaS teams, including a 1,559 hour Next.js project with 5 star feedback. So your AI feature also comes with a screen your users will enjoy using. ⚙️ How I work A short update every working day, with what is done and what is next. A test set of real questions your AI must answer correctly, checked before every release. Clean code on your GitHub, setup notes and a walkthrough video at handover, so your team is never stuck. Already have a product? I can add AI to it without a rebuild. Only have an idea? I can help you plan the first version. 📩 Send me what you want the AI to do and one example of your data. I will reply with how I would build it and what I would test first.