At Loomi Apparel E-Commerce Platform, I authored 20 product design documents based on 30+ customer discovery interviews, giving the engineering team detailed requirements for 765 live products. I also directed a 7-agent AI coding workflow that shipped 35 of 36 scoped issues in roughly 4 hours.
For a Spotify hit-song prediction project, I built a Python machine learning pipeline that reached 70.7% precision on a 513K-plus-song dataset and presented its findings to faculty and 50 students. At College Sauce, I partnered with designers and engineers on application revisions that grew daily active users past 1,000 registered members.
