Mingwei Shen

About Mingwei Shen

Amazon\'s Product Assurance, Risk and Security (PARS) Team is looking for smart, energetic, and creative Applied Scientists to apply and extend state-of-the-art research in NLP, probabilistic graphs, text in images, documents, product images, multi-modal inputs, large multi-label hierarchical classification, misinformation detection, and knowledge graphs to join the Machine Learning team in Seattle. At Amazon, we are working to be the most customer-centric company on earth. Millions of customers trust us to ensure a safe shopping experience. This is an exciting and challenging position to drive research that will shape new ML solutions for product and food safety, and restricted product compliance in order to achieve best-in-class, company-wide standards around product assurance. Over 10 years of experience, including 5+ years of management experience, in deriving business value using Machine Learning and decision sciences. Intrapreneur working cross-functionally across product, sales & marketing, operations, finance and engineering, adept at identifying current business problems and future opportunity, creating AI roadmaps and business goals, deploying ML technologies, implementation processes, and building automation pipelines, infrastructure and data.Broad range of experience in machine learning techniques such as decision trees, deep neural networks, quantile regression, bayesian inference, NLP, and Computer Vision. Adept at connecting the dots across multi-disciplinary functions and making things work in organizations of various sizes.In addition to my work at Amazon, I also speak at events and conferences on Product and Food Safety, and Machine Learning

Experience

1. Sr Manager, Machine Learning

   Amazon

   Apr 2022 — Present · Seattle, WA, US

Education

• University of Illinois Urbana-Champaign

  Exchange - Non Degree, Computer Engineering

  2006 — 2006

• National University of Singapore

  Bachelor of Engineering, Computer Engineering

  2003 — 2007

• The University of Chicago Booth School of Business

  Master of Business Administration (MBA)

  2011 — 2013

Skills

• Professional Services
• Project Management
• Crm
• Project Coordination
• Web Development
• Business Analysis
• Trading Systems
• Programming
• Management
• Valuation
• Corporate Finance
• Data Analysis
• Financial Modeling
• Databases
• Market Research
• Competitive Analysis
• Strategy
• Enterprise Software
• Cross-Functional Team Leadership
• Consulting
• Entrepreneurship
• Analytics
• Product Management
• Business Strategy
• Financial Analysis
• Sql
• Business Intelligence
• Leadership
• Integration