FEATURED AI WORK

AI IN PRODUCTION ENVIRONMENTS

Led product strategy for personalization and decision systems powered by a 35M+ customer dataset.

• Improved model input data quality

• Defined AI success metrics

• Designed business rules before model rollout

• Connected data pipelines to customer experiences

• Supported predictive modeling initiatives

My AI Product Approach

• Identify where AI creates real product value

• Prototype quickly through prompting and iteration

• Evaluate outputs using clear success criteria

• Refine toward scalable, production-ready solutions

AI Learning & Development

• AI Product Discovery & Strategy — Scrum Alliance

• Generative AI for Product Managers — IBM

• Generative AI for Leaders — Google Cloud

• AI for Everyone — DeepLearning.AI

• Certified Scrum Product Owner (CSPO)