Experiences

  • Data Scientist - Personalization & Experimentation, Disney Streaming, NY

  • Data Scientist - AI model development, Wells Fargo, NC

  • Data Science Consultant, Self-employed, NC

  • Summer Intern, State Farm, GA

  • Data Analyst, Staengl Engineering, VA

  • Researcher, Pacific Northwest National Laboratory, WA

  • Summer Research Associate, Urban Green Council, NY

  • Research Assistant, Pennsylvania State University, PA

Education

  • Duke University, Durham, NC

    Major in Statistical Science

  • The Pennsylvania State University, University Park, PA

    Major in Architectural Engineering, Minor in Statistics

Skills

  • Data Analysis and Statistics

    Statistics: Machine learning, probability and inference, data visualization, Bayesian theory, data cleaning

    Design of experiments: data sampling, experimental methods, survey design and analysis

  • Programming and Computational Tools

    R programming, Python, Minitab, SAS, SQL and Macro VBA

    Basic knowledge of C, Perl

  • Mechanical Engineering and Building Science

    Building mechanical systems, ASHRAE standards, sustainable building design, indoor environmental quality

    EnergyPlus, CFD

International Conference Presentations and Technical Talks

  • Conference of Data Sciense Salon Virtural (Healthcare, Finance & Technlogy) 2021

    formulated.by, United States

  • North American Passive House Conference

    Passive House Institute US (PHIUS), United States

  • Building Simulation Conference

    International Building Performance Simulation Association (IBPSA), France

  • Sustainable Development in Building and Environment

    China Green Building Council (CGBC) and Chongqing University, China