Estimating Rowing Force Curves from Video
A working outline for mapping pose sequences to stroke-level force estimates.
Notes
Working notes on machine learning, computer vision, systems, and rowing biomechanics.
Notes on Human Pose Estimation Pipelines
Practical failure points between video capture, 2D keypoints, and 3D motion.
What Makes a Good Applied ML Project
A short test for whether a model is attached to a real system and measurable outcome.
Building Small Tools That Actually Get Used
Notes from inventory, scheduling, and athlete workflow projects.