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Product management and business systems work

Current work across product ownership, workflow automation, AI systems, data, machine learning, software delivery, and technical operations. Long-form case studies are linked where the evidence is ready for public use.

Contributor App / Embark

Product Owner / Scrum Master / Developer · Mar 2024 - Present

I turned a spreadsheet-based translation workflow into a self-service product for contributors, managers, and reviewers across an operational footprint of about 75 languages.

  • Power Platform
  • Dataverse
  • Workflow automation
  • Internal tools
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Reduced per-language translation administration by roughly 70-80% while centralizing work for about 40 provisioned contributors.

Project Beacon

Scrum Master / ML Lead / Developer · Apr 2026

A four-person academic simulated-client sprint that turned a complex nonprofit dataset into a secure decision-support platform in five days.

  • Machine learning
  • React/.NET
  • PostgreSQL
  • Scrum delivery
Read case studyPublic repository

Delivered a working application across 17 connected tables while I personally built all 13 predictive pipelines.

Operator

Founder / Product Owner / System Architect · Jul 2026 - Present

An AI product-development control plane I designed to coordinate software projects through shared product context, ticket routing, delegated authority, GitHub execution, and telemetry.

  • AI systems
  • Product architecture
  • Agent governance
  • GitHub automation
Read case studyRelated venture

Architecture and product direction remain founder-owned while agents provide bounded implementation capacity; the longer-term autonomy thesis is still being tested.

Utah Valley Laptops

Founder / Product Owner / Full-Stack Developer · 2026 - Present

A solo resale venture and operating system spanning laptop inspection evidence, inventory, pricing, reservations, listings, privacy controls, and recovery workflows.

  • Next.js
  • TypeScript
  • PostgreSQL/Supabase
  • Operations
Read case studyLive product

Built and operate the product end to end without presenting unvalidated sales or revenue as completed outcomes.

Slot Siege

Co-Lead Developer / Telemetry & ML Lead · 2026 - Present

On a small game team, I work across gameplay delivery, performance, telemetry, ML experimentation, integration, and release planning.

  • Godot/GDScript
  • Telemetry
  • Machine learning
  • Game systems
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Co-lead development as one of four developers, with specific ownership of telemetry and ML plus broad gameplay and integration work.

Investing by The Assembly Method

Founder / Product Owner / Developer · 2026 - Present

A hosted multi-user investing product built around owner control, tenant isolation, scheduled cloud work, evidence, and low-attention long-term decision support.

  • Next.js
  • Supabase/RLS
  • Cloud jobs
  • Evaluation
Read case studyLive productRelated venture

Built the product foundation and explicit evaluation gates without claiming strategy superiority or realized investment returns.

TeacherAid

Co-Founder / Product Lead · Oct 2024 - Apr 2025

A two-person AI EdTech venture where I led product design, educator discovery, sprint planning, and a Python/OpenAI MVP.

  • Product discovery
  • Python
  • OpenAI
  • MVP delivery
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Used research to challenge the original product thesis rather than treating the existence of an MVP as proof of adoption.

Website Services / The Assembly Method

Founder / Product Owner · 2026 - Present

A consultative product-delivery experiment built around qualifying real business problems, researching prospects, creating targeted proofs, and learning through discovery.

  • Customer discovery
  • Consultative delivery
  • Prototyping
  • Sales operations
Read case studyThe Assembly Method

Built a repeatable qualification-to-demo workflow while keeping customer interest separate from unverified commercial conversion.

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