30-SECOND RECRUITER READ
Product strategy, systems architecture, and hands-on engineering depth to ship.
I turn high-friction human workflows into governed software systems, then carry identity, authority, security, evaluation, accessibility, provenance, portability, and release controls through implementation. My strongest fit is where AI product leadership, platform architecture, technical delivery, and real-world operations meet.
Strongest cross-role signals
- Governed merchant lifecycle: designed Business Pages around factual listing, claim intake, authority verification, Wallet-bound identity, merchant configuration, customer engagement, and atomic capability shutdown when activation or payment authority is revoked.
- Production identity & publication: built Human Pages with magic-link identity, permanent usernames, owner-only drafts, explicit publish state, immutable versions, restore-to-draft, moderation/reporting, and owner/public separation.
- Wallet isolation & portability: advanced Continuity Wallet through identity/session design, owner-scoped access controls, isolation evidence, backup-first migration, restore rehearsal, rollback, receipts, and portable continuity.
- Provider-neutral AI execution: designed HCOS around provider capability, policy, routing, verification, provenance, execution receipts, and retention boundaries so model choice does not manufacture authority.
- OD X7 evaluation infrastructure: built a seven-axis evidence lens, 25-claim development calibration, blinded review/judge packet structure, and independent-review harness while preserving that independent validation remains a separate gate.
- Cross-domain productization: built product/system surfaces spanning behavioral health, family services, workforce, recovery operations, legal continuity, housing, public identity, and governed AI.
- Release engineering: use exact-revision candidates, hosted Preview verification, browser interaction tests, Vercel/Render deployment evidence, rollback coordinates, and source/preview/production truth separation.
- Security and continuity architecture: built RLS-oriented access boundaries, protected-identifier scanning, public-safety gates, fail-closed controls, and repository-backed provenance/convergence tooling.
Hiring signal by role
AI Product & Systems Architect
PRIMARY POSITIONING
- Cross-domain product and platform architecture
- Identity, authority, consent, routing, and evidence contracts
- Provider-neutral AI execution and continuity
- Security, privacy, accessibility, and rollback by design
- Source-to-production release ownership
Lead Technical Product Manager - AI & Platforms
TRADITIONAL EMPLOYER TRANSLATION
- Complex workflow discovery and state modeling
- Human Pages and Business Pages vertical productization
- Evaluation, acceptance, and maturity boundaries
- Exact-revision release and production evidence gates
- Technical documentation and cross-system decision contracts
AI Platform / Solutions Architect
ARCHITECTURE TRANSLATION
- Provider capability, policy, routing, and receipt architecture
- Provider substitution without continuity loss
- Continuity Wallet as connective platform core
- Authentication separated from object/action authority
- Integration, fallback, provenance, and portability design
Technical Product Lead
PRODUCT + EXECUTION
- Requirements through implementation and verification
- Mobile-first accessible interaction architecture
- Business authority and revocation lifecycles
- Security and isolation regression design
- Preview-first shipping and production acceptance
Product Engineer
HANDS-ON BUILD SIGNAL
- JavaScript / Node / TypeScript and Python implementation
- Supabase/PostgreSQL and RLS-oriented data boundaries
- Routing, auth/session, publication, moderation, and UI state
- Real browser interaction and deterministic regression tests
- Vercel and Render release/debugging workflows
Trustworthy AI / AI Governance Product Lead
GOVERNED AI SIGNAL
- Capability separated from authority
- Execution separated from retention
- Receipts, provenance, and explainable routing
- Evidence calibration and independent-review infrastructure
- Human approval, revocation, safe degradation, and NoConclusion states
Representative systems
Continuity Wallet
PRODUCTION-HOSTED PUBLIC PLATFORM CORE
Identity, consent, routing, receipts, history, packet/export behavior, isolation evidence, recovery, and portable continuity.
Business Pages / Business AI
MAIN-INTEGRATED PLATFORM FAMILY
Merchant claim/authority verification, configuration, customer engagement, provider handoffs, AI-readiness offers, and controlled capability revocation.
Human Pages v1
MAIN-INTEGRATED / PRODUCTION-HOSTED PUBLIC PROFILE
Identity, public profiles, owner-only drafts, explicit publication, immutable versions, moderation, reporting, and route protection.
CourtChain
ACTIVE BUILD / GOVERNED LEGAL WORKFLOW
Matter identity, timelines, evidence, packet generation, authorization boundaries, recovery, provenance, and synthetic guided journeys.
HCOS + Continuity Runtime Platform
REFERENCE AI + RUNTIME INFRASTRUCTURE
Provider-neutral AI control plus typed authenticated events, snapshots, replay, diffs, planning, telemetry, governance reporting, and ownership-aware runtime state.
Universal Context Router
MAIN-INTEGRATED PUBLIC CONTEXT ROUTING
Context-aware assistance, QR/deep links, sign-in continuity, registry coverage, reserved-route precedence, and coverage enforcement.
Additional systems: Human Code Continuity Spine · OD X7 Evaluation Infrastructure · Workforce Continuity · Human Exchange / Tap Core · Smart Family Flow · Recovery Operations · HomeKey.
Professional operating context
Founder & Principal AI Product / Systems Architect · The Human Code · 2023–Present. Independent product and systems initiative spanning human-centered workflow software, governed AI, continuity infrastructure, product implementation, and release engineering.
Frontline experience: Treatment Coordinator in residential behavioral health; Fatherhood Group Facilitator in community family services; Community Advocate volunteer supporting homelessness-resource navigation. That operating context directly informs the workflow, accessibility, ownership, and handoff problems I choose to build around.
Technical + product toolkit
Product discovery · requirements · workflow/state modeling · role/ownership design · Python · TypeScript/Next.js · JavaScript/Node.js · Supabase/PostgreSQL · JSON Schema · Git/GitHub · GitHub Actions · Vercel · RLS-oriented access design · human-in-the-loop controls · provenance · accessibility · browser testing · rollback and promotion gates.
Role-lens boundary: these rankings are presentation judgments derived from the documented work. They are not employer endorsements, job-offer predictions, or claims that every project has the same maturity.
Profile
Founder and Principal AI Product / Systems Architect building The Human Code, a founder-led multi-repository engineering program spanning AI product architecture, workflow software, identity and authorization, governed model execution, PostgreSQL/Supabase systems, accessibility, provenance, and release engineering. I own the path from ambiguous human problem to product model, architecture, implementation, verification, deployment evidence, and rollback - with explicit boundaries around authority, privacy, maturity, and what the system has not yet proven.
Engineering operating scale - evidence snapshot 2026-10-28
5 repositories · 826 PRs tracked
303 MERGED AT PRE-RELEASE SNAPSHOT
Founder-led multi-repository engineering activity spanning product delivery, experiments, governance, verification, repair, and supersession.
114 PostgreSQL tables
3 ACTIVE_HEALTHY SUPABASE PROJECTS
Public-schema data estate with 4 active JWT-verified Edge Functions in the Continuity Wallet project.
30 hosted project/service surfaces
6 VERCEL PROJECTS · 24 RENDER SERVICES
Production, preview, staging, verification, and support surfaces across the connected deployment estate.
Scale boundary: these are dated engineering-estate metrics, not counts of independent products, customers, users, or personally hand-written features. Open or draft work is not represented as shipped.
Selected accomplishments
- Continuity Wallet: built a public Platform Core connecting identity, consent, routing, receipts, history, packet/export behavior, and portability; advanced release engineering through identity transition, isolation evidence, backup-first migration, restore rehearsal, rollback, and controlled re-release.
- Business Pages / Business AI: productized a reusable platform family across local services, merchant claim/authority verification, configuration, bilingual experiences, lead workflows, provider handoffs, customer engagement, AI-readiness offers, and atomic capability revocation.
- Human Pages v1: built path-based public profiles with Supabase magic-link identity, permanent usernames, owner-only drafts, explicit publish state, immutable versions, restore-to-draft, guestbook moderation, authenticated reporting, and reserved-route protection.
- Governed AI execution: designed HCOS and the provider/capability/policy/routing/receipt model so providers remain replaceable while human authority, provenance, verification, retention, and continuity remain explicit.
- Platform routing: converted contextual assistance and QR/deep-link entry into a registry-driven public-platform invariant with safe sign-in continuity, reserved-route precedence, and build-time coverage checks.
- Cross-domain productization: built and tested public-safe or synthetic systems across behavioral health, family services, workforce, recovery operations, legal continuity, housing, reflection, and public identity while preserving domain-specific authority boundaries.
- OD X7 research/evaluation tooling: built a seven-axis evidence lens, 25-claim development calibration, masked review/judge packet infrastructure, and a bounded independent-review harness; independent validation remains explicitly unclaimed until external evidence exists.
- Security & trust engineering: built RLS-oriented access boundaries, protected-identifier HMAC scanning, public-safety checks, ontology/ecosystem validation, fail-closed configuration behavior, and explicit no-claim maturity gates.
- Behavioral verification: built real headless-browser interaction tests that click controls, verify populated outcomes, exercise contextual states, and catch routing/UI regressions rather than treating screenshots as proof.
- Release engineering: use immutable candidates, preview-first verification, Vercel/Render deployment evidence, exact-revision reconciliation, migration rehearsal/rollback, production black-box checks, and concurrency admission before release.
- Continuity architecture: built repository-backed provenance/convergence tooling for source lineage, conflicts, supersession, protected routing, validation, and explicit separation of conversational memory from accepted project state.
- Human-first product narrative: translated architecture-heavy systems into recruiter-facing, public-safe journeys and evidence surfaces that keep implementation, verification, disclosure, and deployment maturity visibly separate.
Selected product & systems work
Founder & Principal AI Product / Systems Architect · The Human Code 2023-Present
- Design and build human-centered workflow products and governance infrastructure spanning behavioral health, family services, workforce, housing, legal continuity, public-facing identity, and AI-agent control.
- Translate ambiguous needs into product requirements, state transitions, role/authority rules, data contracts, acceptance criteria, test cases, risk boundaries, implementation plans, and rollback paths.
- Use preview-first delivery with implementation, tests, documentation, specifications, exact-head verification, and explicit lifecycle status synchronized around each release.
Continuity Wallet
PRODUCTION-HOSTED PUBLIC PLATFORM CORE · CONTROLLED RELEASE EVIDENCE
Identity, consent, routing, receipts and portability, with owner-scoped isolation, backup-first migration, restore rehearsal, rollback, and controlled release handling.
Business Pages / Business AI
MAIN-INTEGRATED PLATFORM FAMILY
Reusable merchant/service platform spanning claim and authority verification, configuration, bilingual experiences, lead workflows, provider handoffs, AI-readiness offers, and atomic capability revocation.
Human Pages v1
MAIN-INTEGRATED / PRODUCTION-HOSTED PUBLIC PROFILE
Path-based public profiles with magic-link identity, permanent usernames, owner-only drafts, explicit publish state, immutable versions, moderation, reporting, and reserved-route protection.
CourtChain
ACTIVE BUILD / GOVERNED LEGAL WORKFLOW
Legal matter architecture spanning identity, timelines, evidence, packet generation, authorization boundaries, recovery, provenance, and synthetic guided journeys with explicit separation of user assertions, drafts, filings, and court acceptance.
HCOS + Continuity Runtime Platform
REFERENCE IMPLEMENTATION / DEVELOPMENT RUNTIME
Provider-neutral AI control plus typed authenticated events, snapshots, replay, diffs, planning, telemetry, governance reporting, Object DNA, and ownership-aware runtime state; durable production persistence remains separately gated.
Universal Context Router
MAIN-INTEGRATED PUBLIC CONTEXT ROUTING
Registry-driven contextual assistance, QR/deep links, safe sign-in continuity, reserved-route precedence, and coverage enforcement across deployable public surfaces.
Additional systems: Human Code Continuity Spine · OD X7 Evaluation Infrastructure · Workforce Continuity · Human Exchange / Tap Core · Smart Family Flow · Recovery Operations · HomeKey.
Engineering, governance & release work
- AI governance: provider-independent routing, capability/policy separation, explicit human authority, consensus boundaries, execution receipts, memory disposition, and provider-substitution continuity.
- Data & access: Supabase/PostgreSQL, RLS-oriented access boundaries, magic-link auth, path-based routing, reserved namespaces, immutable publication versions, moderation/reporting flows.
- Security & safety: protected-identifier HMAC scanners, public-safety scans, fail-closed secrets/configuration behavior, source-boundary rules, no-claim maturity discipline.
- Verification: Node tests, Python checks, JSON/schema validation, real headless-browser interactions, HTML parsing, CI contracts, exact-head verification, deployment metadata checks.
- Accessibility & UX: mobile-first vertical layouts, keyboard-operable controls, visible focus, reduced-motion support, dialog semantics, bounded deep links, plain-language workflows.
- Release engineering: Git/GitHub branches and PRs, GitHub Actions, Vercel preview/production deployments, rollback plans, concurrency checks, source/preview/production truth separation.
Professional experience
Treatment Coordinator · Residential Behavioral Health Program 2026
Coordinate weekly treatment, documentation, provider follow-through, recovery supports, and competing operational needs across an approximately 8-12 person residential caseload, translating fragmented information into clear next actions and accountable follow-up.
Fatherhood Group Facilitator · Community Family Services Program 2024-2025
Facilitated multiple 13-week Nurturing Fathers and Parenting Journey cohorts focused on behavior change, emotional regulation, accountability, parenting engagement, communication, and family stability.
Community Advocate - Volunteer · Pine Street Inn 2025
Supported people experiencing homelessness with housing navigation, employment access, behavioral-health resources, referrals, and practical next-step planning across fragmented service systems.
Technical stack & operating methods
Product & architecture: product discovery, requirements, workflow/state/authority modeling, role and ownership design, API/data contracts, prototyping, acceptance criteria, UX iteration, technical specifications, and rollback planning.
Engineering: Python, JavaScript, TypeScript/Next.js, Node.js, Supabase/PostgreSQL, JSON Schema, REST/HTTP integration, Git/GitHub, GitHub Actions, Vercel, Render, synthetic test data, and state-transition validation.
AI & governance: provider-neutral model routing, capability/policy separation, human-in-the-loop controls, execution receipts, provenance, memory disposition, safe degradation, and explicit authority boundaries.
Trust & delivery: RLS-oriented access design, privacy-by-design, accessibility, browser interaction testing, fail-closed behavior, exact-revision verification, deployment parity, rollback, recovery, and public/private projection boundaries.