Senior AI/ML Engineer building production-ready AI agents, RAG systems, computer vision solutions, and intelligent automation workflows.
I am a Senior AI/ML Engineer with 7+ years of experience building production-ready AI systems for real business use cases. My work focuses on AI agents, enterprise RAG, computer vision, intelligent document processing, and custom machine learning solutions.
I specialize in taking AI products from concept to deployment. That includes system design, model integration, backend engineering, orchestration, memory, retrieval, evaluation, and production APIs. I work with technologies such as PydanticAI, LangChain, LangGraph, Burr, PyTorch, YOLO, FastAPI, MongoDB, LanceDB, Docker, and GCP Vertex AI.
My project experience includes building AI agent frameworks with persistent memory and tool orchestration, resume matching and hiring intelligence systems, real-time computer vision pipelines, medical coding automation workflows, and financial document extraction systems. I have also published technical thought leadership on agent memory systems, dialog engineering, and prompt improvement.
I value clarity, reliability, and maintainable engineering. Whether the goal is to launch a new AI product, improve an existing workflow, or turn a complex manual process into an intelligent system, I focus on delivering solutions that are practical, scalable, and ready for production.
Work Terms
I am available for both fixed-price and hourly projects.
What clients can expect:
- Clear communication and consistent progress updates
- Strong focus on production-ready, maintainable solutions
- Careful requirement gathering before implementation
- Clean APIs, structured outputs, and scalable system design
- Flexibility across discovery, prototyping, and full delivery
Preferred engagement style:
- Clear project goals, scope, and success criteria upfront
- Async-friendly communication with regular check-ins
- Disclosure of sample data, existing workflows, or technical context when relevant
- Milestone-based delivery for larger projects
I can support clients with AI strategy, architecture, prototyping, implementation, and optimization. For ongoing work, I am comfortable collaborating with founders, product teams, and engineering teams in a remote setup.