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Hackathons

2026

Google Developer Group -- AI-driven defense

SMSGuard -- Privacy first on-device AI classifer for SMS phishing. Hong Kong spam context, multilangal -- Local traditional Chinese, mainland simplified Chinese, Indonesian (Bahasa) and Filipino (Tagalog).

https://www.kaggle.com/competitions/gemma-4-lab-ai-driven-defense-offline-privacy/writeups/new-writeup-1784964796731

Concensus Hong Kong -- Web3 Agent Harness

tradeclaw -- The OpenClaw for cryptocurrency trading real-time data analysis.

https://github.com/errchh/tradeclaw

Hong Kong Institute of Architects -- ArchiTech RAG Hackathon

Winner -- Teamed up with architect Toby Yiu, scaffolded a RAG AI agent for the Code of Practice on Fire Safety. With 90% accuracy with eval against architect professional assessment multiple choice exam questions.

AWS Hong Kong AI Hackathon -- E-commerce

AutoOps -- E-commerce retail optimisation at SKU level.

https://github.com/errchh/aws-ai-hackathon-autoops


2025

WADA prohibited list compliance AI agent

Google agent development kit hackathon 2025 -- Automation of complex workflow category.

https://github.com/errchh/wada-compliance-agent

Global Game Jam

Bubble Blitz -- as Product Owner.

  • Audience's Choice Award winner
  • Best Family Game Award winner