Hong Kong, Hong Kong SAR
I have 16 years of experience across enterprise operations, institutional platforms, and technology startups in Hong Kong and APAC. My work sits at the intersection of business, operations, and technology. I specialize in translating complex technical capabilities into practical systems, workflows, and governance that can operate in real enterprise environments. My core focus areas include: • Enterprise workflow diagnosis and AI use case selection. • Systems integration across stakeholders, data, and operating teams. • Deployment discipline in regulated, high stakes environments. Selected outcomes: • Founded and scaled an algorithmic technology platform from zero to one, securing $2.3M+ in tier one venture funding and growing the user base to 120K active accounts. • Built data heavy integration pipelines that handled over $100M in peak transaction volume. • Generated $2M+ in technology advisory revenue in a highly regulated Hong Kong environment through governance, executive communication, and ROI driven delivery. I am now focused on helping enterprises deploy practical AI systems that reduce friction, improve execution, and create measurable business impact.
• Designed and deployed production-grade AI automation workflows and internal knowledge systems using Python, LLM orchestration, and secure retrieval patterns to reduce operational bottlenecks by 42%. • Built end-to-end integrations across 2 messaging APIs, 2 text-processing workflows, and 3 structured databases to improve data capture and execution speed for business development operations. • Advised 6 growth-stage firms on AI workflow design, integration architecture, and operating models aligned to regulatory and commercial constraints. • Founded and scaled DataPlug Lab, a data orchestration and workflow automation project, through the Hong Kong Science Park Ideation Program and WNJ Ventures to test and improve unstructured data extraction and workflow automation. • Built and tested AI-powered workflow prototypes, including TraceNote, a voice-to-text system for frontline business development teams that structures voice input for CRM-ready workflows. • Delivered paid consulting support for a pre-Series A Insurtech company on workflow design, data room setup, data room audit, and fundraising readiness.
• Founded and scaled an algorithmic technology platform from zero to one, securing $2.3M+ in tier one venture backing and growing the platform to 120K active accounts. • Led platform architecture, operating design, and execution across product, infrastructure, and business workflows in a high growth startup environment. • Built data heavy integration pipelines that processed over $100M in peak transaction volume while supporting speed, reliability, and operational control. • Managed cross functional execution across fundraising, strategic partnerships, and technical delivery by translating complex product capabilities into commercial outcomes.
• Facilitated $220M+ in capital raises across 30+ fintech and digital asset transactions by coordinating cross border investor syndicates and founder communications. • Built and managed a network of 100+ investors, supporting transaction flow, strategic introductions, and post raise advisory relationships. • Worked with founders and investors across Hong Kong and regional markets to structure fundraising processes, growth planning, and transaction execution. • Supported multiple portfolio companies on capital strategy, investor positioning, and stakeholder coordination during critical growth stages.
• Built and led the strategic technology advisory function for Hong Kong’s first SFC licensed digital asset platform, generating $2M+ in corporate advisory revenue. • Advised a portfolio of 300+ emerging blockchain and fintech companies on operating strategy, capital allocation, and business model execution. • Improved portfolio runway by an average of 24 months through resource planning, investor matching, and operating model optimization. • Worked closely with legal, risk, and compliance teams to ensure advisory frameworks met SFC governance requirements and local regulatory standards.
• Advanced from Analyst to Fund Manager within 24 months at a $2B AUM private equity and asset management platform backed by Goldman Sachs. • Produced planning briefs, investment memos, and compliance materials for senior executives and investment committees across institutional transactions. • Led corporate intelligence, due diligence, and background screening assignments for institutional clients, improving information quality and decision making. • Built asset evaluation models, benchmarking frameworks, and transaction analysis supporting more than $550M in institutional capital markets activity. • Managed high volume data validation and predictive modeling for RMBS transactions exceeding $550M. Worked on the largest, market opening, cross-border CMBS transaction in the market post GFC.