nawaz.ai
Labs
Research notes & project documentation. Written from the real work, with the numbers measured rather than remembered.
Project documentation
JTON · Jewellery Try-On
Try on jewellery with nothing but a browser. Four tracking engines, each solving a different part of the body on its own terms: physics you can touch, anchors that hold still, and the reasoning behind every choice.
Research Note 001
Training a Custom Earlobe Keypoint Tracker
From two minutes of video to an in-browser model at 0.984 mAP50: an end-to-end training pipeline, and a costed specification for scaling it to production grade.