Writing & Work

Selected product work and writing across financial infrastructure, platforms, APIs, complex systems, and applied AI.

I’m gradually backfilling selected work and lessons from earlier stages of my career alongside new writing.

Recent work

Portfolio Work
Takehome Studio: Building a Product-Judgment Workspace, Not an Answer Generator
How a product-judgment method became a working discovery workspace that structures ambiguity without deciding the PM’s thesis, priorities, or recommendation.
AI-assisted product building

2026

2020–2025

Historical product case study
When “Verified” Isn’t One Thing
How one bank-verification requirement revealed a broader product problem: the same customer word can hide different methods, constraints, and operational meanings.
Financial infrastructure / bank verification

2012–2015

Idea
A Match Is Not a Search Result
Why preference data, disqualifiers, and reciprocity change the product when matching happens before search rather than merely ranking a list.
Matching products / product design

Early career — Nia / Adwise / Netwise

Idea
When a Specification Had Two Owners
What I learned when Systems Analysis and UX started sharing the same document.
Product leadership / Systems Analysis / UX