From movement to
meaningful feedback.
I helped build assessment and coaching products that turned athletes’ videos into meaningful feedback. I designed and built the systems behind these products, from making the computer vision pipeline faster and more cost-effective to connecting assessment insights with AI coaching.
2× faster.
94% lower cost.
Refactored the computer-vision assessment pipeline with the team, doubling processing speed and reducing processing costs by an order of magnitude.
More reliable background tasks.
Implemented transactionally staged jobs, keeping database changes and job creation together to stabilize asynchronous processing.
Coaching built around the athlete.
Built backend tools for AI-generated training programs, answers about assessment results, and feedback to help athletes improve.






