I build custom AI agents that connect with your existing tools, data, and workflows to automate real business tasks.

I can help with internal knowledge assistants, customer support agents, document processing, research workflows, lead qualification, CRM automation, and API-driven agents.

My approach goes beyond a basic chatbot. I focus on reliable tool calling, structured outputs, RAG when needed, validation, retries, logging, and clean integrations with your existing systems.

Custom AI agent architecture

Python/FastAPI backend

LLM and API integrations

RAG/vector search if required

Tool calling and workflow automation

Structured output validation

Error handling and logging

Deployment support

You’ll get a practical AI solution designed around your actual workflow, not a generic demo.