See My Work

The Knot

Untangling a 10-year old legacy codebase for a fintech giant.

Challenge

Release confidence was near zero and every deploy triggered fire drills.

Decision

Stabilized the platform first with an architectural seam and phased migration plan.

Outcome

Deployment rollback rate dropped from 17% to 3% in one quarter.

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Onboarding in 90 Seconds

An AI-guided onboarding flow that cut drop-off in the first session.

Challenge

New users abandoned setup before reaching first value.

Decision

Introduced adaptive prompts based on intent signals from the first three clicks.

Outcome

Activation improved 24% and time-to-first-value fell by 41%.

Heirloom

A gardening app that respects the seasons.

Challenge

Users churned because plans were generic and disconnected from local climate.

Decision

Reframed planning around region-aware seasonal windows and lightweight reminders.

Outcome

Week-8 retention improved from 28% to 43%.

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Prompt QA Harness

An internal evaluator to regression-test prompts before shipping.

Challenge

Prompt edits shipped without reliable quality checks.

Decision

Built an automated eval suite with golden datasets and failure thresholds.

Outcome

Pre-release prompt regressions dropped by 60% in six weeks.

White Oak Dining Table

A full custom build with hand-cut joinery and a low-sheen oil finish.

Challenge

Needed furniture that fit a narrow room without sacrificing seating.

Decision

Designed a tapered base and slimmer overhang to preserve movement paths.

Outcome

Seated 6 comfortably while recovering ~18 inches of walkway clearance.

Workbench

Physical tools for digital thinking.

Challenge

Off-the-shelf benches lacked rigidity and layout flexibility for mixed projects.

Decision

Built a modular bench with swappable vises and integrated tool channels.

Outcome

Setup time for repeat tasks reduced by roughly 30%.