I build production-ready AI agent systems that solve real business problems. As a Senior AI/ML Engineer with 7+ years of experience, I specialize in designing and deploying intelligent agents using PydanticAI, LangChain, LangGraph, and Burr.
What I deliver:
- Custom AI agent frameworks tailored to your industry and use case
- Advanced tool calling and orchestration across multiple LLM providers (OpenAI, Gemini, Claude, Llama)
- Persistent memory layers using MongoDB and Beanie ODM for stateful, context-aware agents
- Dialog engineering and prompt optimization for reliable, predictable behavior
- Feedback loops and self-improving agent architectures
- Scalable deployment with FastAPI, Docker, and GCP Vertex AI
Past impact: Designed a PydanticAI-based agent framework that reduced agent development time by 70 percent across multiple client projects. Published thought leadership on agent memory systems, dialog engineering, and prompt improvement techniques.
Whether you need a customer support agent, autonomous research assistant, data extraction pipeline, or custom AI workflow, I deliver clean, maintainable, and production-grade solutions. Let's build something powerful together.