
// featured_project 01 / 05
Scout AI
Football intelligence from one smartphone recording—turning match video into tracking, spatial metrics, heatmaps, and a grounded tactical report.
- YOLO
- ByteTrack
- OpenCV
- FastAPI
- Next.js
Hi :) and Welcome.
I'm...
I build computer vision systems, Python services, and full-stack products, with a focus on taking ideas from working prototypes to reliable software.



00 // SYSTEM_READY
I build AI-enabled products across the stack, with a growing focus on computer vision systems that move from experiment to usable software.
My work combines model integration, video analysis, backend architecture, product interfaces, and deployment. Scout AI, for example, turns ordinary football footage into player tracking, heatmaps, possession estimates, passing networks, and grounded tactical reports.
I care about clear engineering decisions, measurable outputs, and honest system boundaries. The goal is not to add AI everywhere—it is to make the product meaningfully better.
// active_toolchain


// featured_project 01 / 05
Football intelligence from one smartphone recording—turning match video into tracking, spatial metrics, heatmaps, and a grounded tactical report.

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