Theradaptive is a clinical-stage biotech in Frederick, Maryland that re-engineers therapeutic proteins so they bind to materials and stay exactly where a surgeon places them. Its lead protein, AMP2, is a material-binding variant of the bone-growth protein rhBMP-2; combined with an implantable scaffold it becomes OsteoAdapt, a regenerative product being tested in spinal fusion, dental, and orthopedic procedures. Founded by MIT-trained Army veteran Luis Alvarez after seeing battlefield injuries, the company aims to make biologics safer by keeping them on-target.
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.
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.
Tero-Pekka Alastalo is a Finnish-born physician-scientist turned serial entrepreneur who trained as a pediatric cardiologist, completed his postdoctoral work at Stanford University School of Medicine, and has spent the last 15 years building life science companies in Silicon Valley. He co-founded Blueprint Genetics in 2012 - a clinical genetic testing company later acquired by Quest Diagnostics in 2020 - before launching Avenue Biosciences in 2023, a transatlantic AI-powered protein engineering company that uses signal peptide libraries and machine learning to unlock the secretory pathway and dramatically boost therapeutic protein yields. Based in Menlo Park, California, Alastalo is turning a fundamental cellular mechanism overlooked by the industry into a platform that could accelerate every class of next-generation biologic.