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Resume

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About Me

Hello! I’m Zhengming Song, also go by Ming.
A Data Scientist @ the Bird app, ex-Amazonian, originally from China. I have rich experience in data analytics, visualization, and modeling. I'm also a creator/builder for web applications.
Feel free to click on the Contacts btn above and let's chat!

  • Pronoun: He/Him/His
  • Age: 30+ Years
  • Job: Data Scientist | Engineer
  • Citizenship: China
  • Residence: US
  • Hobby: Archery 🏹
Experience
2021 Feb. - Present
Sr Data Scientist | Tech Lead - Twitter.com

Topline Metrics Forecasting | Product Analytic | Graph Modeling

2020 Apr. - 2021 Jan.
Data Scientist - Amazon.com

Supply Chain Inbound Visibility Forecasting & Analytics

2018 Nov. - 2020 Apr.
Sr Data Scientist | Team Lead - Acertas Analytics

Build an Earning Warning Analytic System (Web Frontend + Python Backend)

Education
2017 - Present
Claremont Graduate Univesrity

PhD Candidates of Applied Mathematics and Information System

2011 - 2013
Claremont Graduate Univesrity

Dual Master Degree of Financial Engineering and Applied Mathematics

2006 - 2010
Nankai University

Bachelor's Degree in Finance

Data Science Skills
  • Data Analysis (SQL)
    80%
  • Data ETL (Airflow)
    80%
  • Statistical Learning - Forecasting (Python, PyTorch)
    90%
  • Data Visualization (Tableau, Plotly, D3, Ant/v6)
    85%
Web Dev Skills
  • Angular/Ionic
    70%
  • Node.js
    60%
  • AWS Amplify
    70%
  • GCP Firebase
    65%
Knowledge
  • Statistical Modeling
  • Financial Modeling
  • Product Data Analytics
  • Web Hosting
  • Dashboard Building
  • Social Network Analysis
  • Project Management
  • Team Building