Thirteen years inside Hong Kong's brokerage and HKEX ecosystem, now operating an AI-native engineering workflow — exchange-systems depth meets agentic delivery.
13 years hands-on across HKATS, OCG-C, OMD, CCASS — trading, clearing, settlement, market data — plus time running a trading desk and helping stand up a regulated broker (SFC RA1/RA2, HKEX EP/CP).
I lean on agent-assisted workflows day to day — multi-agent coding with sub-agent code review, test-driven development, and CI/CD loops — to ship more, with fewer hands, while keeping the quality gates honest.