I help businesses integrate AI into their existing products or build AI-powered applications from scratch.

I can connect your application with LLMs and build features such as AI assistants, document-based question answering, intelligent search, content generation, and automated workflows.

OpenAI and other LLM API integration

AI chatbots and assistants

RAG (Retrieval-Augmented Generation)

Document and knowledge-base Q&A

AI agents and automated workflows

Prompt engineering and structured outputs

AI integration with mobile and web applications

Python/FastAPI AI backends

Vector databases and embeddings

Authentication, APIs, and database integration

I focus on building practical AI features that can be integrated into real production applications. Deliverables

AI/LLM feature integration

AI chatbot or assistant

RAG pipeline

Document processing and Q&A

LLM API integration

AI agent workflows

Backend/API integration

Testing and deployment support