I will build and integrate a custom autonomous AI agent or RAG (Retrieval-Augmented Generation) pipeline into your existing SaaS, web app, or internal tool.

Most "AI developers" just build basic API wrappers that hallucinate. I specialize in building deterministic, intelligent systems that process your actual business data, execute multi-step reasoning, and return strictly typed JSON outputs that your frontend can rely on.

Backend Architecture: A robust Python/FastAPI backend to handle the heavy AI processing and routing.

AI & Agent Logic: Integration of Gemini 1.5 or OpenAI APIs, structured with Zod schema validation to ensure data integrity and zero broken states.

Data Retrieval (RAG): If required, integration with vector databases (like pgvector) so the AI can securely search and chat with your custom documents or databases.

Frontend Sync: Clean API endpoints ready to be plugged into your Next.js or React dashboard.

We align on your data flow and desired automation.

I architect the backend and test the agent's logic.

I deliver the API endpoints and integration documentation for your frontend.

Whether you need a specialized e-commerce data parser, an autonomous scouting tool, or an internal knowledge base, I build systems that scale reliably.