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
A/B Testing
Growth Design
Mobile & Desktop
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
Experimentation Methodology
Interactive Components
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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