Zhang Yue
Senior Data Scientist at Staples
- Role
- Senior Data Scientist at Staples
- Location
- Newton, MA, US
- LinkedIn followers
- 500 followers
About Zhang Yue
I have nine years of working experience in the computer science industry with solid academic and industrial experience, hands-on knowledge on deep understanding popular machine learning algorithms, and applying them to the actual industrial big data environments. I have a strong background and rich experience in software engineering including software design, development, and deployment. I Have been working on various programming languages, including C++/Java/Scala/Python, and I am quick to learn new skills and languages. I am an excellent team player with innovative problem-solving skills and dedication to produce good-quality code with two papers published on information extraction and pattern recognition.
Experience
Senior Data Scientist
Oct 2019 — Present · Boston, MA, US
Executed customer survey and comment analysis, categorized customers\' sentiment, and provided business insights to increase customer satisfaction using NLP and NN.* Developed multiple product recommendation models using Python and Spark for Staples websites, including Staples.com and Staples Business Advantage, including trending, restock, top-sellers, etc; these models serve homepage and item purchase page that directly impact the revenue for the business. Business data shows that models generate significant value to business partners and increase revenues by around 40% on various carousels.* Rewrite and optimize machine learning projects in Clojure into Spark with robust data monitoring and error handling mechanisms. Models run more than 10x faster and more reliable.* Mentored members from multiple Staples internal teams in building up their machine learning pipelines, including customer churn models and personalized pricing and coupons.
Education
Dalian University of Technology
Bachelor of Engineering (B.E.), Computer Software Engineering, 3.4
2004 — 2008
Boston University
Master of Science (M.S.), Electric and Computer Engineering, 3.4
2014 — 2016
University of Chinese Academy of Sciences
Master of Engineering (M.Eng.), Artificial Intelligence, 3.1
2008 — 2011
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