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.

32reviewed production releases
6,379engagement touchpoints across 664 graduates
84.2%of the international student population reached
44%average open rate against a 23 to 34% sector benchmark
Groundwork event workspace: the structured event record every asset derives from

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.

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Aki Vivekanandan

Aki Vivekanandan

I trained as a clinical mental health counselor and now build software, instruction and research systems inside a university career center.

How I work