With a robust background in natural language processing, search and recommendation, I have successfully deployed multiple machine learning models into production, achieving significant project impact. As a tech lead, I mentor and oversee data scientists, ensuring high-quality deliverables and fostering a collaborative environment. I am dedicated to transforming complex real-world challenges into innovative solutions to enhance business growth and efficiency. Google scholar link: https://scholar.google.com/citations?user=1appJK0AAAAJ&hl=en
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Lead Data ScientistTarget Nov 2024 - PresentMinneapolis, Mn, Us -
Senior Machine Learning ScientistWayfair Mar 2021 - Nov 2024Boston, Ma, UsServed as a technical lead for our personalized product recommendation system, leveraging deep neural network learning-to-rank and sequence modeling techniques.Drove the application of reinforcement learning to email layout recommendations as a science tech lead, leading to significant topline gains.Drove multiple enhancements to how Wayfair evaluates machine learning projects, including a new framework that simplifies experiment evaluation, as well as a new open-source dataset for semantic search (WANDS). -
Machine Learning Scientist IiWayfair Jul 2020 - Mar 2021Boston, Ma, UsDriver and Tech Lead for Wayfair's personalized auto-complete search system.
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Software Engineer IiWayfair Oct 2019 - Jul 2020Boston, Ma, UsWorked on the search engineering team (SearchTech), which helps power advances to our search systems in Wayfair.
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Nlp ScientistAgolo Apr 2018 - Jun 2019New York, Ny, UsWorked as the first natural language processing (NLP) scientist at Agolo, where I built our summarization systems and technologies. -
Research ScientistA*Star - Agency For Science, Technology And Research Apr 2015 - Oct 2016Singapore, SgConducted research on natural language processing (NLP) technologies and developed them into commercial applications at the Natural Language Processing Department of the Institute for Infocomm Research (I2R). -
Research AssistantNoah'S Ark Research Lab, Huawei Technologies Mar 2014 - Sep 2014Shenzhen, Guangdong, CnWorked on applying deep learning (I used Theano here) to personalised news article recommendation systems. -
Research ScholarNational University Of Singapore May 2012 - Dec 2013Singapore, SgInterned at NEXT (Next EXtream Search) research lab, where I developed a semi-supervised machine learning system for detecting emerging topics in social media (Twitter). This involved creating a cutting-edge crawling system that optimizes the collection of relevant content about target organizations using linguistic and network features. This work was published at the top-tier Information Retrieval conference (SIGIR 2013).
Yan Chen Education Details
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Beihang UniversityComputer Science And Technology -
Central South UniversityComputer Science And Technology
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Hohai UniversityComputer Science And Technology
Frequently Asked Questions about Yan Chen
What company does Yan Chen work for?
Yan Chen works for Target
What is Yan Chen's role at the current company?
Yan Chen's current role is Lead Machine Learning Scientist.
What schools did Yan Chen attend?
Yan Chen attended Beihang University, Central South University, Hohai University.
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