BigHat Biosciences is a San Mateo biotech using machine learning and a high-speed wet lab to design safer, more effective therapeutic antibodies. Its Milliner platform iterates between in-silico design and physical molecules in days, optimizing biologics across binding, stability, immunogenicity and developability for partners like Merck and Johnson & Johnson.
Profluent is an AI-first protein design company building frontier models that author novel proteins - including the first AI-designed CRISPR gene editor, OpenCRISPR-1. Based in Berkeley's biotech corridor, the company applies the same scaling-law playbook that worked for language models to the language of biology, then validates the outputs in a wet lab.
Richard Yu is the Co-founder and CEO of Abalone Bio, an Emeryville, California-based biotechnology company pioneering AI-guided antibody drug discovery for notoriously hard-to-drug targets. With a PhD in Molecular Biophysics from Yale and a background spanning structural biology, systems biology, and biotech entrepreneurship, Richard built Abalone Bio's FAST platform - a high-throughput yeast cell screening system capable of evaluating 100 million antibody variants simultaneously. The company has secured partnerships with Pfizer and Mount Sinai, generated $7M in non-dilutive NIH grants, and published the world's first CB2 antibody agonist data, while positioning AI and large-scale functional datasets at the core of next-generation antibody therapeutics.
Peyton Greenside is the CEO and co-founder of BigHat Biosciences, a San Mateo-based biotech company she co-founded in 2019 with Mark DePristo. A pioneer of deep learning applied to life science, Greenside combined a PhD in Biomedical Informatics from Stanford, an MPhil from Cambridge, and a BA in Applied Math from Harvard into a singular mission: use machine learning and synthetic biology to design safer, more effective antibody therapeutics faster than anyone thought possible. BigHat's Milliner platform generates thousands of unique antibody designs per week, and the company has raised $174M in total funding with pharma partnerships spanning Amgen, Merck, AbbVie, Johnson & Johnson, and Eli Lilly.