A Breif Bio

I build end-to-end intelligent systems—combining AI, full-stack development, and real-world engineering to solve practical problems.

My work focuses on taking ideas from concept through model, infrastructure, and deployment. I’ve developed platforms that use computer vision and machine learning to diagnose real-world issues (homes, vehicles, marine systems) and connect those insights directly to actionable solutions.

One of my core projects, FIX-R (AM-AI), is an AI-powered diagnostic platform that uses hierarchical machine learning pipelines, on-device inference, and cloud-based models to analyze user-submitted images and generate structured repair insights. This system integrates with HIRE-R, a service platform that connects those diagnoses directly to professionals—bridging AI with real-world execution.