Hello, I'm Sha.
Digital Product Manager and Data Scientist
Senior Product Manager, Enterprise Digital and Data Solution at American Express, leads enterprise platform migration and modernization.
Specialized and interested in AI/ML, Data Science, Business Intelligence, Customer Experiences (CX), Robotics and Automation, Fashion Technology, Technology for Animals/Pets, Human Creativity and Cognition.
Career journey at a glance -
2020 - Expanded the scope to leading multiple enterprise portfolios' digital transformation and modernization as well as product analytics
2018 - Promoted to Senior Manager and began the journey as product manager. Product Owner of a cloud based Customer Insights product uses big data and machine learning techniques to drive process efficiency and know customers better for better customers experiences
2016 - Promoted to manager led Data Science Center of Excellence and launched the first machine learning based platform for servicing
2015 - Joined American Express as Senior Data Analyst on Voice of Customers focus on analyzing customers' surveys responses and text mining on open-ending quesitons.
2014 - Moved to Miami, FL and joined Momentum Consulting as Business Intelligence Consultant led solution and implementation of machine learning based solution for clients from various industries including Healthcare, Logistic, Food Services, Property Insurance and Engineering services.
2014 - Received Master of Artificial Intelligence (specialized in Machine Learning) from Institute for Artificial Intelligence from The University of Georgia (UGA). Please refer here for my academic research (WIP).
2014 - Research Assistant of Evolution Computation and Machine Learning Lab (ECML) in The University of Georgia (UGA)
2011 - Graduated from colleage and moved to U.S.A for graduate school. Received Bachelor of Engineering in Computer Science and Bachelor of Business Administration (minor) from University of Electronic Science and Technology of China.
2010 - Started the first professional job as programming analyst intern at Digital Information and Transformation Department at China Unicom
Never stop learning -
After graduate school, Sha shifted her focus on leveraging Artificial Intelligence and Machine learning to solve real life and business problems including improve customer experience (CX), omnichannel customer journey, digital transformation and reengineering & process improvement.
In her spare time, she kepted herself updated with the latest business and technology trends. She has completed certifications -
2021 (ongoing) - Implementing RPA with Cognitive Automation and Analytics, Automation Anywhere/Coursera
2020 - Entrepreneurship Specialization from Wharton Online/Coursera
2019 - Certified SAFe 4 Product Owner/Product Manager from Scaled Agile. Inc.
2018 - Leadership Excellence by American Express & Harvard Certificate from Havard Business Publishing
2015 - IBM Certified Specialist - SPSS Modeler Professional v3
Academic Research -
Sha's research interests include machine learning, artificial intelligence, natural language process, decision making under uncertainty and human creative cognition.
Haosha Wang, Khaled Rasheed, Artificial Intelligence in Clothing Fashion, ICAI'14 - The 2014 International Conference on Artficial Intelligence
Haosha Wang, Joshua De Haan, Khaled Rasheed, Style-Me, an Experimental AI Fashion Stylist, Trends in Applied Knowledge-Based System and Data Science, PP 553-561, IEA/AIE 2016 - the 29th International Conference on Industrial Engineering and Other Applied Intelligent System