Operations • Systems • Research • AI
Voice notes, half-built workflows, scattered research, unclear owners, and "can you figure this out?" problems are usually where my best work starts.
I turn them into clearer priorities, workflows, systems, documentation, ownership, and next steps — then I help make sure the result actually works.
Business Operations • Founder Support • Project Coordination • Research • AI-Assisted Systems • QA-Trained Verification
QA FOUNDATION
5,209 planned QA scenarios across 15 workbooks. 615 executed manual test cases.
SYSTEMS
Founder and operations work spanning internal workflows, project coordination, and systems development.
AI-NATIVE
ChatGPT, Claude, Gemini, and AI coding agents used for real research, documentation, systems work, QA, and implementation coordination.
RESEARCH
Entering unfamiliar domains, verifying sources, separating fact from inference, and turning findings into decisions.
Six projects, written to show reasoning rather than outcomes. Each one names what I owned and what someone else owned.
Public projects I currently contribute to, alongside a project of my own. Not every listed project was built solely by me — each contribution line says exactly what I did.
| Project | What it is | My contribution | |
|---|---|---|---|
| DoGoodie Builders | A public builder community and $5 experiment challenge for people using tech, AI, research, and organizing to reduce suffering and create measurable impact. | Website build and coding, plus product requirements, structure, review, QA, and content coordination. | View Live Project → |
| Ethical Capacity Lab | An ecosystem site connecting founders, builders, and organizations around capacity-building work, with defined service pathways and consultation requests. | Translating founder and research needs into audience structure, site pathways, service explanations, CTAs, and implementation requirements, plus review and QA. Not sole developer. | View Live Project → |
| Paired Testing Lab | An internal-pilot platform coordinating structured paired testing across ride-hailing apps. Access is restricted to the pilot team. | Project owner; substantial work on the initial prototype. Other contributors built the deployed version. | View Live Project → |