Shang Li

Shang Li is a Senior Machine Learning Engineer at Instacart with an impressive background in artificial intelligence and data science.1 Here's a comprehensive overview of his professional experience and achievements:

Professional Experience

Shang Li currently holds two concurrent positions:

1. Senior Machine Learning Engineer at Instacart (since July 2021)
2. Principal Inventive Scientist at AT&T Labs (since October 2020)1

Prior to these roles, he worked as:

• Senior Inventive Scientist at AT&T Labs (November 2016 - October 2020)
• Adjunct Assistant Professor at Columbia University (September 2017 - December 2017)
• Research Assistant at Columbia University (September 2012 - November 2016)
• Intern at Siemens (October 2009 - March 2010)1

Education

Shang Li has a strong academic background:

• Ph.D. in Electrical Engineering from Columbia University (2016)
• M.Phil. in Electronic & Computer Engineering from Hong Kong University of Science and Technology (2012)
• B.Sc. in Information Science and B.A. in Economics from Peking University (2010)2

Research and Expertise

His research focuses on:

• Statistical inference
• Sequential hypothesis testing
• Change-point detection
• Network applications

At AT&T Labs, he applies machine learning research to:

1. Network security
2. Network planning
3. Demand forecasting2

Achievements and Recognition

Shang Li has received numerous awards and recognitions, including:

• Making a Difference Award from AT&T Labs (2018 and 2020)
• Collaborative Research Award from Columbia University (2017)
• Wei Family Foundation Special Scholarship from Columbia University (2013)
• Finalist for Best Student Paper Award at CAMSAP (2013)1

His work has resulted in significant revenue gains, cost savings, and intellectual property patents.

Shang Li's diverse experience in both academia and industry, combined with his strong educational background and research contributions, make him a notable figure in the field of machine learning and artificial intelligence.