// 02 / projects
projects
Some are open-source. Some run behind auth and live as recorded demos.
GameTools
A management + analytics platform for community-hosted Battlefield servers, built by reverse-engineering EA's protocols. Used by 100+ admins; backing APIs serve 50k+ players.
demoshippedrustpythontypescriptreverse-engineering
Facial Expression Recognition
ResNet + U-Net hybrid for real-time emotion detection, optimised with TensorRT for video. Highest accuracy on FER2013 in the cohort.
shippedpytorchcomputer-visiontensorrt
Comparing DNN with Human Representations
Behavioural experiment comparing CNN-based similarity predictions to human similarity judgments. Won Best Research Award at SnT Council, IIT Kanpur.
shippedresearchmlcomputer-vision
Self-hosted Web Media Player
A FastAPI + React media server I built because nothing off-the-shelf streamed my video collection the way I wanted. Hover previews, scrub-bar previews, on-demand HLS - all lazy, all cached, all snappy.
personalpythonfastapitypescriptreact