Shipped work & the thinking behind it.

Products, AI systems, and design decisions worth reading about.

2026

How user research helped turn EnergyStack into a $450K+ business

Led product design from discovery to launch, transforming a vendor-led solar marketplace into a financing-powered commerce platform that generated $450K+ in sales.

Gross product sales in under a year: $450K+
Financing share of checkouts after redesign: 89%

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2025

AIHealthcare

Reducing doctors' documentation time by 75% with AI

Designed an AI-powered clinical documentation experience that helped doctors move from writing medical notes to reviewing AI-generated ones, supporting 6,173 consultation starts across five pilot hospitals in its first month.

Consultation starts in the first month: 6,173
Consultation completion rate: 63.3%
Estimated documentation time saved: ~650 hrs
Estimated reduction in note-taking time: ~75%

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2023

FintechB2B

Streamlining bank account creation: From weeks of paperwork to a 21-minute digital process

Tride helps non-profit organizations open and manage bank accounts. I designed an onboarding experience to help NGOs get an account sooner, without weeks of paperwork and back-and-forth.

Fastest account creation: 21 min
Drop-off recovery: 50%
Cohort completion: 57.1%

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