Expert in the development and application of Generative Modeling, AI, and Machine Learning techniques for the discovery and optimization of biologics. At Amgen, I lead a cross-functional team that performs a combination of pipeline project support and technology development. Previously, I was a tenured faculty member in the School of Computer Science at Carnegie Mellon. I left academia so that I could have real-world impact by 'putting theory into practice'. As a faculty member at CMU, I was a founding member of the Department of Computational Biology, the co-founder of the MS program in Automated Science, former co-director of the MS program in Computational Biology, and founding faculty and former co-associate director of the Ph.D. program in Computational Biology.Specialties: Generative Modeling; Bayesian Optimization; Artificial Intelligence; Statistical Machine Learning; Reinforcement Learning; Computational Biology and Chemistry; Model Checking, Systems Biology Modeling in Pancreatitis, Sepsis, and Cancer.
Listed skills include Machine Learning, Computational Biology, Bioinformatics, Computer Science, and 44 others.