Apr 2024 - Present
- Migrated inference system from TensorFlow 1 SSD to TensorFlow 2 InceptionV4; improved latency and refactored legacy code.
- Built a classifier pipeline achieving >99% online accuracy from live stream data.
- Developed a complete data pipeline and the poker_crop_tool for annotation and retraining.
- Refactored system architecture using FastAPI gateways and authored deployment specs.
- Built mock game system for testing under RTMP/scene switch/DVR fail conditions.