I am an experienced product builder and ML researcher. I have built breakthrough ML products from scratch at a startup (0 to 850M$) and worked at large product and research oriented companies. I just joined Tempus to explore new avenues for Generative AI in Healthcare. At Abridge, I developed a first-of-its-kind conversation understanding capabilities for various healthcare actors. I created and lead ML R&D for Abridge’s automatic doctor documentation product. The product generates accurate clinical notes using clinical conversations with generative AI.I am also a member of the International Consortium for Artificial Intelligence (AI) and Shared Decision Making (SDM) https://www.isdmsociety.org/special-interest-groups-icai/ I have publications across areas like LLMs, NLP, Speech, Computer Vision, Robotics, and Reinforcement Learning at top-tier conferences.- Portfolio - saiprabhakar.github.io/- Google Scholar - scholar.google.com/citations?user=avFhCGUAAAAJ&hl=enSome of my recent interesting research works includes multi-modal generative AI, improving summarization models with human-edit information and developing custom metrics to evaluate LLM summaries. I have worked with popular Deep Learning frameworks, large data sets, Cloud platforms, and MLOps tools like Kubernetes, and Pub/Sub.