Ben Xiao
Data Scientist @ BioMarin Pharmaceutical Inc. | Master’s in Data Science
- Role
- Data Scientist at BioMarin Pharmaceutical Inc.
- Location
- San Francisco, CA, US
- LinkedIn followers
- 500 followers
About Ben Xiao
As a Data Scientist at BioMarin Pharmaceutical Inc. since June 2022, I specialize in developing conformance programming frameworks, automating ETL pipelines, and creating interactive data visualizations to enhance clinical data quality and regulatory compliance. Collaborating with cross-functional teams, I contribute to aligning data management deliverables with project milestones and organizational objectives. With over three years of experience in data science and a strong foundation in Python, data visualization, and machine learning, my work focuses on streamlining data workflows and enabling impactful clinical decision-making. Motivated by the challenge of transforming complex datasets into actionable insights, I am dedicated to driving innovation and precision in healthcare analytics.
Experience
Data Scientist
Jun 2022 — Present · San Rafael, CA, US
Architect and implement conformance programming frameworks to standardize external datasets, ensuring data integrity and regulatory compliance across multiple data sources- Design and deploy automated ETL pipelines that streamline data ingestion, transformation, and preprocessing workflows, reducing manual effort and accelerating downstream analytics- Partner with cross-functional stakeholders including clinical operations, biostatistics, and IT teams to synchronize data management deliverables with project milestones and organizational priorities- Lead the development and implementation of interactive data visualizations and dashboards that enhance data quality review processes and support clinical decision-making- Define and track key performance indicators (KPIs) to monitor vendor performance, identify systemic issues, and drive continuous improvement in third-party data delivery
Education
University of California, Santa Cruz
BS, Molecular, Cellular, and Developmental Biology
2011 — 2013
Northwestern University
Master's degree, Data Science
2019
Skills
- Game Theory
- Big Data
- Sql
- Tableau
- Scikit-Learn
- Data Entry
- Data Analysis
- R
- Online Poker
- Online Gambling
- Python
- Management
- Customer Service
- Polymerase Chain Reaction (Pcr)
- Machine Learning
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