Adoption of new systemsis a behavior‑changeproblem. I trained inbehavior change first,then learned to build.
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Builds
Production software, shipped end to end as sole product owner.
Enables
A five‑section pre‑arrival course, three self‑paced courses and a ten‑publication guide series.
Governs
Hard boundaries specified before features: humans publish, no student identity, provenance is labeled.
Measures
Engagement records matched to documented outcomes at the student‑ID level for 664 graduates.
Flagship
Groundwork
An AI‑assisted marketing and operations platform for a 20‑person career center that runs more than 100 events a semester.
In production. 32 reviewed releases. Sole product owner.
Read the case study→
Pre‑Arrival Career Course
A mandatory five‑section web course for incoming international students, live on the university careers site for Fall 2026.
Designed, wrote and built→
Engagement to Outcomes
The Center's first dataset matching career engagement records to documented post‑graduation outcomes at the student‑ID level.
Pilot Lead→
Activate Your Career Plan
A selective six‑week cohort program with a 1,000‑point certification bar, run as a full case study in program architecture.
Lead Architect→
All work
One flagship, four case studies, five systems→
