Work

I'm researching how Large Language Models can improve investment strategies. Specifically, I'm working on a model that dynamically allocates assets in tech stock portfolios by analyzing financial reports and earnings calls.

At Level Inc., I developed an AI-based system that sped up transaction processing by 60% and reduced card declines by 20%. I also redesigned product workflows to support a tenfold increase in users without needing more support staff. Additionally, I worked closely with UX and customer teams to improve payment collections by 70% and enhance user satisfaction.

I led the redesign of our main medical device, GelPOINT Path, which increased sales by 11% and cut costs by 30%. I built Python tools to streamline data collection, saving 16 hours of manual work each month. I also created models to predict product yields, improving accuracy by 30% and making our manufacturing process more efficient.

I co-founded InfoPost, an AI-driven news app that reached over 50,000 daily users. By using Lean Startup methods, I streamlined our features based on user feedback, which boosted user activity by 50%. I also secured $80,000 in funding and led efforts to gather user insights, resulting in numerous positive app reviews.