Cianna Robinson
Product Researcher · Learning Design · AI Builder
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Cianna is building their profile!
A solo mixed-methods investigation into why users were leaving. Backend data analysis, surveys, and depth interviews surfaced a 59.6% churn rate and a median session count of 1. Findings were adopted by stakeholders and drove a full platform redesign.
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Can behavioral patterns predict human decision making? I scraped 450+ Reddit posts, built an NLP pipeline with 85% predictive accuracy, and prototyped a bias awareness feature to surface unconscious patterns just to find out.
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Mission-driven founders can't afford UX consultants. I built a fully automated pipeline that takes a website screenshot and a short survey, runs it through GPT-4, and emails a personalized audit report, in my own voice, within minutes. No human in the loop. Check it out on my portfolio here! https://robinsoncianna.com/ethic-flow
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