Product Lab
Not client work— self-initiated product
builds exploring design + code.
When 95% Completion Didn't Move the Needle: Diagnosing Experiment Design Flaws
Experiment Lead
A/B Testing
Interactive Components
B2B SaaS
Experimentation Methodology
Turned a failed interactive demo experiment into actionable insights by creating systematic diagnostic frameworks for future testing.




Optimizing Google Ads Signup Flow: Applying Learnings for 66% Uplift
Experiment Lead
Growth Design
A/B Testing
B2B SaaS
B2B SaaS
Collaborated cross-functionally to optimize high-spend Google Ads pages, achieving 66% signup lift through systematic design approach.

ComplexityScore: Measuring Workflow Friction with Data
UX Research
System Thinking
Tool Development
Created an AI-powered framework that transforms "this feels complex" into actionable metrics. Validated with expert designers, applied to Stripe (87/100 score), and built as a working tool that analyzes any workflow in real-time.


When 95% Completion Didn't Move the Needle: Diagnosing Experiment Design Flaws
Turned a failed interactive demo experiment into actionable insights by creating systematic diagnostic frameworks for future testing.
Turned a failed interactive demo experiment into actionable
insights by creating systematic diagnostic frameworks for future testing.
Experiment Lead
A/B Testing
B2B SaaS
Interactive Components
Product Lab
Not client work— self-initiated product builds
exploring design + code.
Product Lab
Not client work— self-initiated product builds
exploring design + code.
When 95% Completion Didn't Move the Needle: Diagnosing Experiment Design Flaws
Turned a failed interactive demo experiment into actionable insights by creating systematic diagnostic frameworks for future testing.

Optimizing Google Ads Signup Flow: Applying Learnings for 66% Uplift
Collaborated cross-functionally to optimize high-spend Google Ads pages, achieving 66% signup lift through systematic design approach.

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