プロフィール詳細

プロジェクトを作成

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Dr. Zicheng H.に依頼

United States

Computational biology leader with over 10 years of experience bridging AI/ML, data science, and drug development.

プロフィール概要

Data science leader with over 10 years of experience bridging AI/ML, data science, and drug development. Proven track record in developing GenAI applications for automated data integration and predictive models to evaluate therapeutic risk and patient outcomes. Published 36 research papers and led cross-functional teams at Genentech and UCSF to drive drug development through large-scale integration of EHR, clinical data, and multi-omics data.

専門分野

• ☆ Biostatistics
• ☆ Molecular Biology
• ☆ Biomarkers
• ☆ Data Analysis
• ☆ Data Visualization
• ☆ Data Collection
• ☆ Machine Learning
• ☆ Statistics
• ☆ Applied Statistics
• ☆ Bioinformatics
• ☆ Gene & Protein Expression Analysis
• ☆ Systems Biology
• ☆ Python
• ☆ Drug Discovery
• ☆ Hit-to-Lead & Lead Optimization
• ☆ In vitro Diagnostics
• ☆ Biomarker Analysis
• ☆ Clinical Trials
• ☆ Clinical Trial Design
• ☆ Clinical Trials Data Analysis

サービス

• Research
• Consulting
• Data & AI

Research Scientific and Technical Research, Systematic Literature Review, Secondary Data Collection

Consulting Healthcare Consulting, Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-ML, Data Visualization, Big Data Analytics, Text Mining & Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

職務経験

Senior Principal Scientist & Group Lead

Genentech

2月 2022 - 現在

学歴

PhD Molecular Biology

University of Texas at Austin

9月 2010 - 8月 2016

MS Statistics

University of Texas at Austin

5月 2013 - 5月 2015

認定資格

• Building Agentic AI Applications with LLMs

  NVIDIA

  https://learn.nvidia.com/certificates?id=BrQYgV2gRdiN3PWRgkIK5A

  1月 2026 - 現在