Product Engineer · AI-enabled products · Frontend architecture
Seventeen years shipping web and mobile software. I turn ambiguous workflows into working products, using AI where it creates leverage and engineering judgment everywhere else.
01 / Commercial proof
Owned frontend delivery for onboarding and activation across enterprise and standard customer segments.
Parker
Sep 2022–Dec 2024 via Lumenalta · May 2025–May 2026 direct
Enterprise onboarding
Standard onboarding
02 / Selected work
AI-enabled coaching, an operational B2B workflow, and an agent reliability lab—each with seeded scenarios, failure behavior, verification, and explicit production boundaries.
AI-enabled coaching product
Turn one finished match into one better decision next game.
A post-match coaching product where deterministic code extracts and validates the evidence around one bounded model-generated review.
Operational B2B product
Preserve extra-work evidence before the context disappears.
A phone-first workflow that carries one request from field capture through requester acknowledgment, actuals, pricing, outcome, and a printable evidence packet.
Agent reliability lab
Only one architecture stayed useful under attack.
BoundaryLab holds eight synthetic support cases constant across three agent architectures, then shows how context, memory, review, and capability boundaries change safety and completion.
03 / Working approach
AI is part of both the product surface and the delivery workflow. Responsibility for architecture, evidence, product boundaries, cost, privacy, and acceptance remains human.
Name the user, commercial stake, inputs, decision, useful output, and most costly failure before choosing machinery.
Keep facts, permissions, state transitions, and business rules deterministic. Give AI one bounded interpretive task.
Use evaluation fixtures, structured outputs, failure scenarios, telemetry, and cost limits to make behavior reviewable.
A person owns architecture, privacy, product quality, and the decision to release, merge, publish, or spend.
04 / Contact
Senior individual-contributor and hands-on lead opportunities, remote or in Montevideo.