Projects & Publications

• End-to-End Deep Learning for Opinion Mining — Co-authored NLP course with Manning Publication covering data warehousing, T5 fine-tuning, and deployment 2021
• ROSATS Pilot Study — Standardizing robotic skills assessment. Presented at Society of Asian Academic Surgeons, Honolulu 2022
• PyCon Hong Kong — Organizer & Speaker 2021-present
• Table Tennis Product Review — Comparative table tennis product review
• Japanese Vocab Anki MCP Server — MCP server for Japanese vocabulary Anki flashcard generation
• SOD Evaluation Metrics — GPU-accelerated Python evaluation suite for salient object detection (S-measure, F-measure, MAE, E-measure, IOU, PR curves)
• SafetyGuardian — Real-time elderly care safety detection using wearable camera glasses and Cosmos-Reason2-2B 2026