I will build ai chatbots and ai agents

I build AI-powered systems that actually work in production not just demos.

What I can build for you:

RAG Chatbots Custom chatbots trained on your own documents/data using

LangChain, Pinecone, and reranking for accurate, hallucination-resistant

answers (not generic ChatGPT replies)

AI Agents Multi-step automation using LangChain/LangGraph with

tool-calling, so your agent can search, reason, and act not just chat

Machine Learning Models Prediction/classification models (XGBoost,

Random Forest) with SHAP explainability, so you understand exactly why

the model decides what it decides

API Integration Clean integration of OpenAI, Gemini, or Claude APIs

into your existing app, website, or workflow, with proper error handling

Recent work: built a medical RAG chatbot and improved answer faithfulness

from 0.75 to 0.96 through retrieval tuning and evaluation that's the

level of rigor I bring, whatever you're building.

I deliver clean, documented, working code deployed via FastAPI/Docker

or Streamlit when you need a live interface, or as source code if you're

integrating it yourself.