Portfolio

Real Tools.
Real Results.

Four integrated technologies built to save high-school coaches time and deliver verifiable insights from film and data.

HSSI (High School Sports Index)

Verified Athlete Profiles & Recruiting Visibility

Kotlin Multiplatform app for iOS and Android that surfaces verified stats, athlete profiles, and recruiting opportunities for high school players and coaches.

Kotlin MultiplatformiOS
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Film Study

Automatic Play Clipping, Resolution Enhancement, Annotation

The flagship technology. Computer vision that automatically detects plays from sideline and endzone film, enhances resolution, adds annotations, and prepares clips for review — all without manual scrubbing.

Computer VisionPlay Detection
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AI-ssistant Coach

Knowledge-Driven LLM Layer for Film and Concept Insights

The AI layer that ingests film, concepts, and glossary data to provide contextual coaching advice, play breakdowns, and personalized recommendations for athletes and schemes.

LLMRAG
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Football Glossary

Concept Learning Through Text, Diagrams, Animation, and Live Film

Interactive learning tool that teaches every football concept by position through four progressive tiers: explanation, static diagram, animated good/bad reps, and spotlighted live film examples. Includes a working play-drawer renderer.

Interactive DiagramsAnimation
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Every tool is grounded in measurable systems. Field segmentation accuracy of 97.9% across 240 real frames. Training corpus of ~9,900 annotated frames containing 193,736 bounding boxes.

No fabricated stats. No restricted marketing claims. Just technology coaches can trust today.