
TX-022TX_OPEN
AI Fitness Game
CLIENT
Internal IP
YEAR
2022
CLIENT
INTERNAL IP
SCOPE
DESIGN + BUILD
DURATION
12 WEEKS
YEAR
2022
LOCATION
—
BLOCK_01 / BRIEF
An ML-powered fitness game that tracks form and focus to keep players moving. Built as internal IP to test consumer-grade pose estimation in a game loop.
BLOCK_02 / APPROACH
We layered pose estimation and custom ML models behind a game UI. The system reads player movement, form, and consistency, then feeds real-time correction back into challenges that scale with the player rather than against them.
BLOCK_03 / OUTCOME
A working internal product that proves a pose-estimation game loop on consumer hardware.
BLOCK_04 / TECH STACK
- POSE ESTIMATION
- TENSORFLOW
- UNITY
- COMPUTER VISION
GALLERY_01 / VISUAL ARCHIVE


