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As a technical leader and engineer, I've built products from the ground up at a startup and also at global scale at Meta, in the process helped build efficient and competent teams. I have most experience in advertising and ML space, although I enjoy driving progress from a systems/end-to-end point of view, and being a thought partner in producing/refining the product vision
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Software Engineer Machine LearningFacebook Jul 2017 - Present- Surfaces Monetization (2022 onwards): TL for major efforts, covering backend and product areas and driving product roadmap- Search Ads (3+ years): one of first engineers on the team. Set up ads delivery flow (feature infra, relevance models, etc) and helped grow product from 0 to $X00 million as TL -
Director Of EngineeringOptimized Markets Oct 2015 - Jul 2017Pittsburgh, Pennsylvania, Us- Within the CMU spin-off, took responsibility for the R&D efforts in developing market-leading systems for advertising sales, scheduling, and pricing with optimization and machine learning tools- Achieved 20-30% revenue lift in tests conducted for one of the largest U.S. cable companies- Interacted with customers in gathering requirements, supporting and tracking project progress, and collecting feedback -
ConsultantOptimized Markets Dec 2013 - Sep 2015Pittsburgh, Pennsylvania, Us
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Research AssociateCarnegie Mellon University Dec 2013 - Sep 2015Pittsburgh, Pa, Us- Worked on NSF-funded Accelerating Innovation Research project for developing electronic markets for TV and cross-media advertising. Meanwhile consulted for Optimized Markets- Designed and incorporated the state-of-the-art in optimization and artificial intelligence technologies to achieve market clearing efficiency and allow expressive bidding languages -
Sr Revenue Management AnalystFedex Services Jul 2013 - Nov 2013- Led the customer segmentation study for all customers in the Asia-Pacific region to gain insight in their spending patterns and determine the automated individual pricing policy
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Graduate Student InstructorUniversity Of Michigan Sep 2011 - May 2013Ann Arbor, Michigan, Us- Taught IOE310: Introduction to Optimization Methods, and IOE441: Production and Inventory Control- Assisted the primary instructor in teaching and management of 100+ junior level students- Developed and taught weekly lab sessions to provide students with optimization software and techniques -
Research AssistantUniversity Of Michigan Jan 2009 - May 2013Ann Arbor, Michigan, Us- Conducted research on Radiation Therapy treatment plan optimization problems- Developed models that took into account the latest advances in equipment and technology- Designed solution algorithms that achieved improved plan quality while shortening the planning time through parallel computing
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Summer Intern - Math And Modeling DepartmentSchlumberger Jun 2012 - Aug 2012Houston, Texas, Us- Performed exploratory research study for robust optimization methods- Investigated optimization schemes applicable to a wide variety of problems in and out of oilfield production systems -
Visiting Graduate StudentUc San Diego May 2011 - Aug 2011La Jolla, Ca, Us- Led the effort to develop an efficient algorithm for designing treatments for the Volumetric Modulated Arc Therapy through collaboration with physicians and fellow researchers- The resulting plans matched or outperformed the current commercial planning systems -
Supply Chain Management InternAbb China Limited Jul 2007 - Sep 2007Zurich, Zh, Ch- Led individual Car Leasing Project involving all 25 branches in Mainland China- Surveyed and evaluated qualifications and quotes of major car leasing companies- Recommended qualified leasing suppliers for each branch to the VP -
ConsultantBeijing People’S Political Consultative Conference May 2005 - Sep 2005- Sought a new method for evaluating proposals to replace manual assessment process- Analyzed statistics on nine quality parameters, identified key properties of good proposals- Proposed a statistical method for evaluating new proposals, drastically reduced the resources needed in the assessment process
Fei Peng Education Details
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University Of MichiganIndustrial&Operations Engineering / Operations Research -
University Of MichiganIndustrial And Operations Engineering
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Beihang UniversityIndustrial Engineering
Frequently Asked Questions about Fei Peng
What company does Fei Peng work for?
Fei Peng works for Facebook
What is Fei Peng's role at the current company?
Fei Peng's current role is Software Engineer Machine Learning at Facebook.
What is Fei Peng's email address?
Fei Peng's email address is fe****@****ook.com
What is Fei Peng's direct phone number?
Fei Peng's direct phone number is +173427*****
What schools did Fei Peng attend?
Fei Peng attended University Of Michigan, University Of Michigan, Beihang University.
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