Jay Ou

I am a developer from a small, highly focused team, specializing in AI/LLM applications, computer vision, production deployment, and full-stack web development. With years of hands-on project management experience, I don't just write code — I deliver complete solutions that run reliably in the real world.

What I do:

LLM Application Development — I design and build custom AI-powered applications powered by large language models, from conversational agents to intelligent document processing, RAG systems, and workflow automation.

Computer Vision & Object Detection — I build practical computer vision pipelines — object detection, image classification, OCR, segmentation, and visual quality inspection — tailored to real-world industrial and business scenarios. From model training and fine-tuning to edge deployment, I handle the full cycle.

Production Deployment — I've successfully deployed and maintained AI services across multiple client environments, several of which have been running stably in production for extended periods. I understand what it takes to go from prototype to a system your business can depend on.

Full-Stack Web Development — From responsive front-end interfaces to scalable back-end APIs and cloud infrastructure, I cover the entire stack.

Project Management — With years of project management experience, I bring structured communication, clear timelines, and predictable delivery to every engagement. You'll always know what's happening, why, and when.

Why work with me:

Production-proven — My AI applications aren't demos. They're live systems serving real users at multiple client sites.

End-to-end ownership — From requirement analysis to deployment and post-launch support, I handle it all.

Direct communication — Working with a small team means you talk directly to the person doing the work. No layers, no handoffs, no surprises.

Reliable delivery — Project management discipline means I hit deadlines and communicate proactively.

I'm passionate about turning AI capabilities into practical tools that solve real business problems. Whether you need a custom LLM application, a computer vision pipeline, a production-ready deployment, or a complete web platform — let's talk.