AI Applications
I'm building tools to track fast-moving biotech, starting with GLP-1 clinical trials at glp1.bio1up.com. Read more about why I'm building this.
Most recently, in my career at Harvard Medical School, I specialized in applying machine learning and large language models to analyze educational data, with a particular focus on understanding student learning patterns in online environments. My research combined quantitative analysis of structured learning data with AI-powered analysis of unstructured content like student comments, video transcripts, audio, images, and quiz question text.
I also founded and led HMX, an online learning product from Harvard Medical School. I built an interdisciplinary team, developed the product vision, and led the creation of an online learning platform and a range of unique, interactive online courses, from immunology to genetics to AI in medicine, with an emphasis on active learning and applying learning science to help people optimize their experience. I also have a strong technical background (originally computer science from MIT).
Using large language models to analyze thousands of student feedback comments in online learning environments
Learn more →Using large language models with quiz performance data, student response patterns, and lecture transcripts to identify and characterize student misconceptions in online biomedical science courses
Learn more →Creating dynamic visualizations of educational data to find temporal patterns
Learn more →Modeling drug diffusion with partial differential equations to enable computer control of drug delivery via intravenous infusion
Learn more →The development and productivity tools I use, including the coding agents and AI models
View project →Your past AI sessions are more valuable than you think. Over the last few months building a biotech tracking app and newsletter, I’ve accumulated hundreds of sessions in coding agents like Claude Code. I recently started treating those transcripts not as disposable history, but as a detailed record of how...
I’m excited to announce the launch of my new biotech project: glp1.bio1up.com, a site dedicated to tracking GLP-1 clinical trials. I wanted to share some thoughts on what inspired this endeavor.
I recently launched an open-access, interactive online textbook on respiratory physiology: Respiratory Physiology: A Clinical Approach. This post outlines some of the background and development process behind this project.