Hi, I’m Steven

A data and machine learning professional passionate about turning data into insights. With over a decade of experience spanning data analysis, software engineering, product development and management, I specialize in building scalable data solutions that drive business decisions.

I am also interested in and responsible for AI related products and business development and planning.

What I Do

Currently focusing on intelligent automotive systems, I bridge the gap between data analytics and product development. My work involves leveraging large language models and knowledge graphs to create intelligent user experiences.

Expertise

  • Data Analytics & Machine Learning: Full-stack data analytical tasks from ETL pipelines to actionable insights
  • Product Management: Translating data into product features and user experiences
  • Software Engineering: Building tools and platforms with Perl, Python, and Shell
  • Statistical Analysis: Applying statistical methods to solve real-world problems

Background

Professional Journey

  • Geely Auto - Principal Product Manager, Intelligent Cockpit (2023-2024)
  • OPPO - Staff Data Analytical Engineer (2022-2023)
  • Huami/Zepp - Senior Data Analytical Engineer (2016-2021) - Xiaomi ecosystem
  • Ironport/Cisco - Senior Anti-Spam Engineer (2012-2016)
  • Merkle/Dentsu(电通集团) - Database Production Analyst (2011-2012)

Education

  • Renmin University of China - M.S. Probability & Mathematical Statistics (2020-2025)
  • Anhui Agricultural University - B.S. Information & Computing Science (2007-2011)

Technical Skills

Languages & Tools: Python, SQL, Shell, Perl, Spark, PySpark, Tableau, Superset

Domains: Data Warehousing, Statistical Analysis, Machine Learning & AI, Data Visualization, Product Analytics, Automotive

When Not Coding

I enjoy exploring ideas at the intersection of technology and humanities and big fan of,

  • AI
  • Mathematics
  • Statistics
  • History
  • Literature
  • Classical culture
  • An avid Mac and Ubuntu fan
  • Hiking
  • Badminton
  • How humans thinks and behave
  • An ethusiast who believes in elegant solutions to complex problems

Get in Touch

Views expressed here are my own.