20+ years in enterprise technology and operations
Technical program manager building governed AI and operational systems from ambiguity to launch.
Builder of open-source AI workflow and compliance tools (PM Butler, ComplianceGate). Applied-ML researcher with roots in media production.
Research
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Case studies
All case studies
ComplianceGate
Moving compliance checks ahead of the commit in AI-assisted coding
Deterministic rule packs for HIPAA, PII, and PCI gate AI-written code at commit and push, with an optional LLM review for what rules can't judge.
Creator and technical lead
Technical
Read the ComplianceGate case study →
Heuristic-first checks across base, PII, HIPAA, and PCI rule packs, with a local audit trail
PM Butler
Turning project ambiguity into a gated, documented delivery workflow
A Head Butler and seven phase personas carry AI-assisted projects from discovery to launch, gating each phase and logging decisions in git.
Creator and technical lead
Technical
Read the PM Butler case study →
12 commands, 11 documentation templates, and two install paths
Selected builds
All builds →ComplianceGate
Moving compliance checks ahead of the commit in AI-assisted coding
Deterministic rule packs for HIPAA, PII, and PCI gate AI-written code at commit and push, with an optional LLM review for what rules can't judge.
Creator and technical lead
Read the ComplianceGate case study →PM Butler
Turning project ambiguity into a gated, documented delivery workflow
A Head Butler and seven phase personas carry AI-assisted projects from discovery to launch, gating each phase and logging decisions in git.
Creator and technical lead
Read the PM Butler case study →Creative Work
View all →Film and infographics, in one place.
