About
Business judgment,
expanded by AI.
Where I came from
20+ years across finance, operations, HR, compliance, controls and executive administration, with a multidisciplinary background connecting people, processes and business decisions.
What changed
AI expanded the range of problems Hongmin could investigate and execute against. The operating principle stayed the same: define the problem, allocate the work, test the result and keep accountability human.
How I work now
Combine domain judgment, structured problem definition, AI-assisted execution, controls, evidence and Human accountability—without confusing assistance with authority.
What I am looking for
Roles where operations, HR, transformation, controls, organizational or work design, and practical AI adoption intersect.