AI/ML/DS Lead · Inventor · Investor · Entrepreneur · Creator with experience in building self-improving agentic systems and shipping bespoke agentic AI into enterprise production.
- Applied AI Scientist / Forward Deployed Engineer, Accenture Physical AI Team · OpenAI-DSI Engagement (Jan 2024–Present)
+ Primary technical interface for an executive-level enterprise AI deployment
+ Led technical discovery and white-glove deployment for multiple clients
+ Designed and shipped a multi-agent business-process automation engine for enterprise clients
+ Built a multi-model evaluation framework comparing 6+ vision-language models
+ Shipped a confidence-calibrated selective-verification pipeline
- Principal Data Scientist, Genentech (Jun 2021–Dec 2022)
+ Built and shipped production ML for biomedical research at scale
+ Drove an 85% reduction in unproductive process time via AI workflow optimization
- Principal Data Scientist, Galvanize Inc. (Sep 2019–Jun 2021)
+ Technical lead across 13+ end-to-end ML systems for Fortune 500 clients
- DataCenterAR — Spatial AI deployed to Fortune 500 field technicians
- FDE-os — Forward-Deployed-Engineer OS
- sos — Framework for self-monitoring agents
- loop-engineering-anything — A loop orchestrator
- money-os — AI financial consciousness
- neuro-os — Executable neuroscience knowledge OS
- company-os — Governed agent runtime for founders and operators
- career-os — Career Operating System
- openclaw-pro-public — Open-source Enterprise OpenClaw
- agentic-company — Reference architecture for running a company as a fleet of cooperating agents
- cli-judge — Reality-grounded benchmark and verification harness for agent-native CLIs
- amazing_mcp — Production-ready MCP servers
- workflowx — Composable workflow engine for agentic pipelines
- document-ai — AI-powered document processing and extraction platform
- kingdom-come — Open-source predictive formation intelligence for seminary and ministry training teams
- daniel-and-david — AI-native venture studio and open academy
- marriage-counseling-coach — AI coach supporting healthier marriages
- awesome-auto-ai-research — Community resource for Automated AI Research
- omega-founders — Silicon Valley AI-Architect cohort
- data-architecture — Patterns and reference material for modern data architecture
- Google5Days-Agentic-Engineering — Worked solutions and builds from Google's 5-day agentic-engineering intensive
- ai-run-company — Agentic company built step-by-step, in public, with Claude loops
- Agentic-Design-Patterns-book2app — Turning the book "Agentic Design Patterns" into a working app
- agentic-experiments — Lab notebook of small, sharp agentic experiments
- AI/ML/DS
- Agentic systems
- Self-improving systems
- Operating systems
- Enterprise AI deployment
- Technical discovery
- White-glove deployment
- Multi-agent business-process automation
- Vision-language models
- Confidence-calibrated selective-verification pipeline
- Production ML
- AI workflow optimization
- End-to-end ML systems
- Spatial AI
- Executable neuroscience knowledge
- Governed agent runtime
- Composable workflow engine
- AI-powered document processing
- Predictive formation intelligence
- Yale University, National BioMed Fellow, Computational Immunology
- Georgia Institute of Technology, PhD, Bioinformatics
- University of South Carolina, MS, Mathematics & Computer Science
- Sun Yat-Sen University, BS, Applied Mathematics
- SCWM: Self-Calibrating World Models (NeurIPS 2026, under review)
- Physical AI: The Next Frontier in AI and Robotics (Preprints.org, Apr 2026)