Deep understanding of data, data science, software, platform, challenges, and questions in diagnostic, pharmaceutical, healthcare, and informatics industry. Expert to build interdisciplinary team and develop next generation data platform to re-use the data from one industry and enable the next industry, from clinical genetic testing, cancer testing, diagnostic, pharmaceutical to informatics industry. Twenty years of experience developing informatics tools to collect and aggregate billions of structured and unstructured data from EMR, physician notes, literature, clinical tests, sequencing, GWAS, gene expression, antibody modeling, protein-protein docking and create innovative software with transparent algorithms to enable physicians to do their jobs today, and transform how they do their jobs in the future. Published 100 papers in top tier journals including Lancet, Cell, Nature Biotechnology, Nature Methods, Science Translational Medicine, PNAS, and JCI. Philosophy: Ask the right question, find the right data, build the right software to solve the real-world problems today, and transform healthcare in the future. Goal: Develop next generation data platform to collect, aggregate, and interpret genetic, genomic, clinical, physiological, behavior, environmental data of millions of patients, build and validate transparent algorithms, and enable physicians to deliver the right treatment to the right patients at the right time.
Chief Health Informatics Officer at Sema4
Ph.D., Bioinformatics