cv

Basics

Name Wenbin Guo
Label AI/ML, Bioinformatics, Statistics
Email wbguo[at]ucla.edu

Experience

  • 2025.03 - now
    Senior AI/ML Scientist, PromptBio Inc
    Building a multi-agent platform to automate bioinformatics analysis and accelerate biological discoveries.
    • LLMs and RAG
    • AI agents and evaluation
  • 2023.06 - 2023.09
    Summer Intern, Genentech Inc
    Identify and interpret genetic variants associated with immunotherapy drug response.
    • WGS and GWAS
    • Protein embedding models
  • 2017.09 - 2018.04
    Research Intern, UT Southwestern Medical Center
    Dissect tumor heterogeneity and immunogenicity to enhance survival prediction.
    • Somatic mutation and neoantigen
    • Survival analysis

Education

  • 2018 - 2024
    Doctor of Philosophy, Bioinformatics
    University of California, Los Angeles
  • 2023 - 2024
    Master of Science, Statistics
    University of California, Los Angeles
  • 2016 - 2018
    Bachelor of Engineering, Computer Science
    Huazhong University of Science and Technology
  • 2014 - 2018
    Bachelor of Science, Biological Science
    Hongyi Honor College, Wuhan University

Skills

AI/ML: AI agents, Large language models, AI for science/health, Generative models & simulation, Representation learning, Machine learning algorithms
Bioinformatics: NGS tools and pipelines, High-performance computing, Omics data analysis, Single cell, Biomarker discovery, Cancer immunotherapy, Aging
Statistics: Statistical learning and inference, Hypothesis testing, False discovery rate control, Probablistic graphical models, Feature selection, Statistical computing