Web3 Talent

I provide rapid technical due diligence reports for AI, robotics, Web3 startups, and related technologies. If you are evaluating a project or investment opportunity, I can deliver a structured analysis covering architecture feasibility, scalability risks, and engineering complexity. Please let me know if you are currently reviewing any projects.

Accomplishment:

1. Led ML platform processing 2B transactions per day. I design AI-native enterprise cognition architectures that transform data into insight and strategy. This improved decision latency by 32% and reduced operational costs by $4.2M annually.

2. My work advances AI beyond generative models toward causal reasoning, neuro-symbolic systems, multi-agent coordination, and long-horizon memory. This increased model reliability by 27% and saved $2.8M in model retraining and error mitigation costs.

3. I served as Senior Director for a humanoid robot project, leading a team from concept to deployment, including VLA (Vision-Learning-Action) for embodied intelligence and full simulation pipeline (MILS→SILS→PILS→HILS). This improved sim-to-real transfer efficiency by 41% and reduced prototyping costs by $5.1M.

4. Built AI systems deployed across 100+ organizations, leading automation in large-scale manufacturing. This increased production efficiency by 35% and saved $6.4M annually.