I work at the intersection of healthcare and AI at Tricog Health, with 6+ years building production systems. I work with medical imaging, LLMs, computer vision, and inference optimization at clinical scale. I'm happiest working on details a metric won't catch but will impact the end user. In my personal time, I love following, reading, and implementing the latest research and software ideas wherever my curiosity takes me. I also read and listen to fiction, non-fiction, philosophy, and politics across books and podcasts. Off the clock: I'm a home barista, cinephile, light reader, and footballer.