Senior Product Manager · AI-enabled product execution

Turning chaos into clarity, then shipping products that move the numbers.

I use AI, data, and product systems thinking to turn messy workflows, business rules, and stakeholder ambiguity into clear decisions, trusted automation, and measurable outcomes.

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AI workflow PM Regulated platform products API-driven product rules Partner funnel growth Enterprise automation

$23M+ Costco launch sales

150% Growth in 6 months

14 White-label sites migrated

3,000+ Enterprise users

$1.5M IoT MVP funding

Selected work

Seven proof points hiring teams can inspect.

Travel insurance platform 0-to-1 launch + funnel growth

Costco white-label digital sales funnel

Transformed a call-center-heavy enrollment model into a 24/7 self-service travel insurance experience for Costco members.

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Platform migration API-driven rules

Drupal to Adobe platform modernization

Reframed migration as product modernization across content, validation, partner configuration, compliance, QA, and API-owned business rules.

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AI workflow prototype Human-in-the-loop

AI underwriting assistant

Designed a prototype workflow that turns broker conversations into summaries, extracted fields, quote recommendations, and underwriter review.

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AI web prototype Vibe-coded workflow demo

Pipeline Recovery Agent

Built a public Cloudflare prototype that turns vague local-service requests into structured, owner-ready lead handoffs across five workflows.

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Side hustle / webcoding 0-to-1 service business

LeadFlow Studio website business

Built a preview-first service offer for small businesses: website, lead capture, reporting, and Notion-backed follow-up workflow.

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Enterprise automation Workflow platform

Mutual of Omaha eCorr platform

Improved a high-volume document platform used by thousands of employees to generate compliant policy output.

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Zero-to-one IoT Public safety MVP

REaCH firefighter health dashboard

Led a wearable IoT dashboard from concept to field-tested MVP for real-time firefighter health monitoring.

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How I think

My product edge is translating regulated complexity into usable systems.

Business rules as product architecture

I look for where rules should live: API, configuration, content, front end, or operations process.

AI with user control

I frame AI as a workflow layer that summarizes, extracts, recommends, and escalates while keeping people accountable.

Compliance without hiding UX cost

I make privacy, legal, and compliance constraints measurable so teams can make tradeoffs with evidence.

AI direction

Using AI as a product workflow layer, not a gimmick.

I am exploring assistants that read operational signals, infer intent, recommend next actions, and make product teams faster at discovery, refinement, QA, and decision-making while preserving trust and reviewability.

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Signals

Intent + Risk

Next Action

Workflow Impact