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Yi has been a passionate ML practitioner/applied scientist for 10 years. He deeply believes in a data-driven approach and are excited about applying ML/AI to solve the world's problems. He has a solid understanding of ML problems including classification, regression, ranking and have experience on a wide range of topics such as Deep Learning, Reinforcement Learning, Recommender System, Natural Language Processing and native ads/RTB optimization.
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Machine Learning Staff EngineerHaystack News Aug 2023 - PresentSan Francisco, Ca, UsMachine Learning at Haystack News -
Sr Machine Learning Scientist, Tech LeadMicrosoft Apr 2020 - Nov 2023Redmond, Washington, UsWorking with a team of scientists and engineers to continuously improve content recommendation service used by millions of users -- Microsoft News & Feeds services. -
Sr Machine Learning ScientistMicrosoft Mar 2017 - Mar 2020Redmond, Washington, UsWorked for Microsoft News on both news recommendation and native ads monetization.1. Recommendation & Relevance:Built deep semantic models (DSSM, BERT, MT-DNN) for personalization and brought double-digit improvement to user engagement and multi-million-dollar impact to revenue.Built user segmentation algorithm/pipeline for personalized feeds curation.2. Monetization:Mediation for Native Ads Traffic: 26+% boost on RPM, contributed to multi-million-dollar growth of native revenue.Prediction of bidding floor in Real-time Bidding (RTB): 12+% boost on RPM.Optimization of safety nets for RTB
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Machine Learning Scientist IiMicrosoft Dec 2014 - Mar 2017Redmond, Washington, Us- Built LDA topic models based on large corpus of licensed news, applied model to represent user interests and contributed to building the first version of content recommendation engine for MSN homepage.- Collaborated with team to apply Contextual Bandits algorithm to news recommendation of largest-scale in Microsoft in real-time
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Software Development Engineer IiMicrosoft Apr 2013 - Dec 2014Redmond, Washington, UsProjects:1). Trending Stories: Extracted trending URLs by monitoring web signals, clustered them based on content similarity, and presented a list of ranked stories on web portal.2). Related Content: built a system that supports full-text indexing, fast retrieval and computation of related content.3). Local News.4). Entity ranking in apps.5). Query understanding in Cortana for international markets.
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Senior Staff Research EngineerMotorola Solutions Nov 2012 - Mar 2013Chicago, Il, Us- Worked on 3D image analytics using machine learning and computer vision techniques;- Designed algorithms for depth estimation, door status classification, and camera angle estimation;- Built and tested the major component of a working prototype and demonstrated its value to the customer;- Helped the team complete the Pilot (proof-of-concept) successfully. -
Research AssistantUniversity At Buffalo Jun 2009 - Aug 2012Buffalo, Ny, UsSupervisor: Dr. Sargur Srihari- Shoeprint Clustering, Retrieval and Identification- Statistical Models of Computing Likelihood Ratio for Identification- Structure Learning of Bayes Nets- Develop Feature Truthing Software in Handwriting -
Teaching AssistantUniversity At Buffalo Aug 2006 - May 2011Buffalo, Ny, Us- Taught recitations for undergraduate and graduate courses: C++/Java/Matlab programming, Operating Systems, Distributed Systems;- Implemented Java Unit Testing (JUnit) for automated grading of student projects.
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Research AssistantUniversity At Buffalo Jun 2008 - Oct 2008Buffalo, Ny, UsSupervisor: Dr. Chunming Qiao- Driver Mobility Profiling in Vehicular Networks;- Information Fusion Architecture of Safety Applications in Vehicular Networks.
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Chemical AnalystYunnan Yuntianhua Co., Ltd. Aug 1995 - Aug 2002Zhaotong, Yun, Cn1. Analyzed composition of chemical products;2. Provided quality monitoring and guidance to operation control.
Yi Tang Skills
Yi Tang Education Details
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University At BuffaloComputer Science -
Beijing University Of Posts And TelecommunicationsComputer Science
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University Of Electronic Science And Technology Of ChinaElectronics
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Sichuan Vocational College Of Chemical TechnologyChemical Analysis (4-Year Program For Technical Diploma)
Frequently Asked Questions about Yi Tang
What company does Yi Tang work for?
Yi Tang works for Haystack News
What is Yi Tang's role at the current company?
Yi Tang's current role is Machine Learning at Haystack News.
What is Yi Tang's email address?
Yi Tang's email address is yi****@****alo.edu
What is Yi Tang's direct phone number?
Yi Tang's direct phone number is +150344*****
What schools did Yi Tang attend?
Yi Tang attended University At Buffalo, Beijing University Of Posts And Telecommunications, University Of Electronic Science And Technology Of China, Sichuan Vocational College Of Chemical Technology.
What skills is Yi Tang known for?
Yi Tang has skills like .net, C/c++, C, Ruby, Matlab, Delphi/pascal, Cedar, Solutions, Eclipse, Html, Artificial Intelligence, Programming.
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