In her spare time, Daphne enjoys spending time with her family, especially while traveling to exotic destinations (62 countries so far and counting), where they enjoy hiking, sailing, scuba diving, and eating fresh local food. Big data, machine learning and biology are suddenly in syzygy and Koller is intent on making the most of it with her new company, Insitro — and telling us all about it at Disrupt SF 2020. Ellie also spent time at Ironwood Pharmaceuticals during phase III clinical trials of Linaclotide (FDA approval 2012). His roles spanned portfolio strategy, program management, and scientific operations. Matthew trained at The Rockefeller University, Cornell University Medical College and did his residency at New York Presbyterian Hospital. in Systems Engineering from Penn State University. Rachel joined insitro from Biogen, where she helped to build a Neurodevelopmental Disorders drug discovery group and pipeline. Read writing from Daphne Koller on Medium. John has an M.Eng. As Senior Vice-President of Drug Discovery, Keith is responsible for machine learning-enabled drug discovery programs at insitro. By 2016, she was the chief computing officer South San Francisco, California 94080, ML, Data Science and Software Engineering, https://www.nature.com/articles/s41467-018-06500-x, https://www.nature.com/articles/s41591-018-0050-6, https://www.cell.com/cell-stem-cell/fulltext/S1934-5909(16)30340-X?code=cell-site, https://www.cell.com/cell-stem-cell/fulltext/S1934-5909(16)30407-6, https://science.sciencemag.org/content/308/5723/826, https://www.linkedin.com/in/daphne-koller-4053a820/, https://www.linkedin.com/in/matthew-albert-md-phd-5247901/. He then earned a PhD from the Weizmann Institute of Science under the supervision of Prof. Eran Segal. If you go down the wrong one, then it’s years and tens of millions of dollars in wasted spend,” Koller explains. Daphne Koller, PhD insitro Founder & CEO Daphne Koller is the CEO and Founder of insitro, a startup company that aims to rethink drug development using machine learning. By Koller’s reasoning, the biggest reason that drugs fail is that they frequently target the wrong target. Coursera and Insitro founder Daphne Koller is coming to Disrupt 2020. A Single-Cell Roadmap of Lineage Bifurcation in Human ESC Models of Embryonic Brain Development. As General Counsel, Duane is responsible for managing risk and structuring opportunities for insitro. Chu has over a decade of molecular phenotyping and profiling experiences in academia and industry. He leads insitro’s wet lab activities which consists of functional genomics, disease modeling, phenotyping, automation, and process engineering. Yao Z, Mich JK, Ku S, Menon V, Krostag AR, Martinez RA, Furchtgott L, Mulholland H, Bort S, Fuqua MA, Gregor BW, Hodge RD, Jayabalu A, May RC, Melton S, Nelson AM, Ngo NK, Shapovalova NV, Shehata SI, Smith MW, Tait LJ, Thompson CL, Thomsen ER, Ye C, Glass IA, Kaykas A, Yao S, Phillips JW, Grimley JS, Levi BP, Wang Y, Ramanathan S. Cell Stem Cell. Related Story:  Daphne Koller Raises $143M For Insitro, Her AI-Bio Startup. Yatim N, Jusforgues-Saklani H, Orozco S, Schulz O, Barreira da Silva R, Reis e Sousa C, Green DR, Oberst A, Albert ML. In her time at Aimmune, she raised more than $650 million in capital through a range of private and public transactions including leadership of the company’s 2015 IPO. Having grown up in Sun Valley, ID, Perry is excited to be back west and enjoys spending as much time as possible outside, whether on foot, bike, or skis. Prior to joining insitro, John spent the last 20 years designing, building and managing automation solutions across biotech and pharmaceutical industries. 2016 Dec 1;19(6):703-708. On the other hand, bioengineering and cell biology have advanced enough to produce vast amounts of data that can be analyzed by AI and machine learning algorithms. According to Koller, machine learning has become more sophisticated and better predictive. “I think part of the problem biopharma has had is that it’s really difficult to fail fast,” said Koller. Story: Daphne Koller has been published in premier scientific journals, and travel by up... His roles spanned portfolio Strategy, program management, and AI for faster discovery! Unfortunately, by that time, you can find ellie mountain biking off the trails in Marin or sailing the. Working in academia and industry Prof. Eran Segal he received his Ph.D. in biochemistry the. 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