Scarlett Zou
Senior Data Scientist @Amgen
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WORK HISTORY
Senior Data Scientist @Amgen
Cambridge, MA, US
As a Senior Data Scientist in Drug Product Technologies (DPT), I lead scalable automation and machine learning initiatives that accelerate data workflows, enhance scientific reporting, and support decision-making across cross-functional teams.
EDUCATION
UC San Diego Jacobs School of Engineering
Bachelor of Science - BS, Bioengineering
Harvard University
Master of Science - MS, Biostatistics
Duke University
Master of Science - MS, Computer Science
Duke University
Doctor of Philosophy - PhD, Computational biology, Bioinformatics
ABOUT SCARLETT ZOU
Driven Data Scientist with over 9 years of experience leveraging machine learning, bioinformatics, and statistical modeling to solve complex biological problems. Expertise in high-throughput data analysis, pipeline optimization, and integrating genomic data for disease research. Passionate about developing innovative computational solutions that contribute to advances in precision medicine and genomics.Statistical and Analytical Skills: Highly proficient in advanced statistical methods (including linear, nonparametric, Bayesian techniques, and stochastic processes), multivariate analysis of high-dimensional and longitudinal data, machine learning (supervised and unsupervised), deep learning for image processing, predictive modeling, and data visualization.Technical Proficiency: Skilled in programming with Python, R, and Unix bash scripting, with extensive experience in developing custom bioinformatics pipelines on high-performance computing (HPC) systems and designing innovative analytical methods.Scientific Communication: Demonstrated ability to produce high-quality scientific writing, deliver compelling presentations, and collaborate effectively within interdisciplinary teams, leading to multiple publications and manuscripts.Research Focus: Dedicated to translating bioinformatics research into actionable insights that enhance our understanding of human genetic diseases and facilitate the discovery of novel biomarkers.
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