Natalia Zhang

About Natalia Zhang

I focus on mining valuable information from massive amounts of data to help the company continue to innovate and make breakthroughs in the field of electric vehicles. I am proficient in programming languages ​such as Python and R, as well as SQL database query technology, and can efficiently process and analyze complex data At Tesla, I am responsible for building data mining models and conducting in-depth analysis of vehicle driving data, battery performance data, etc. Through these analyses, we provide a basis for the optimized design of vehicles, improve battery life, and improve driving safety I have used clustering algorithms to identify common driving patterns from a large amount of vehicle driving trajectory data, helping Tesla optimize the algorithm logic of the automatic driving assistance system so that it can better adapt to different driving scenarios I am keen to apply advanced data mining technology to actual business and drive Tesla towards a smarter and more environmentally friendly travel vision. With a keen insight into data and solid technical skills, I am committed to contributing to Tesla\'s leading position in the electric vehicle industry and making Tesla\'s products and services more outstanding through data-driven decision-making

Experience

1. Data Mining Engineer

   Tesla

   Oct 2022 — Present · Palo Alto, CA, US

Education

• University of California, San Francisco

  Master's degree

  2010 — 2012

• Zhejiang University

  Bachelor's degree

  2003 — 2007