Case Studies
A collection of product management case studies showcasing my approach to solving complex problems and delivering impactful solutions.
Developed an AI-powered system that analyzes code changes and recommends optimal testing strategies, reducing unnecessary testing costs by 35% while maintaining 98% defect coverage.
Built a regression model using recipe nutrition data to predict prep time. Improved R² from 0.03 to 0.437 by engineering features like sodium level and log-calories.
Developed a meal-planning app that uses AI and receipt scanning to suggest personalized recipes, reduce food waste, and track nutrition—offering a more sustainable way to eat.
Built a healthcare chatbot and forum with React Native, cutting call center load by 40%
Designed to allow users to rapidly build customized surveys, deploy them, and receive real-time insights, improving internal data collection and decision-making workflows.
Focused on redesigning a corporate wellness program to better engage over 500K employees in health and wellness activities, improving participation rates by 40%.
Led 10-week UX research study with 5 interviews and 2 analysis cycles to uncover key motivators and consistency challenges in behavior change, creating journey and task maps to guide future product design.