Andrew Chou
Head of Machine Learning at Flike- Claim this Profile
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Bio
Experience
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Flike
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United States
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Software Development
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1 - 100 Employee
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Head of Machine Learning
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2022 - 1 year
GenAI for sales and GTM teams
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Co-Founder
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2021 - 2022
AI for real-time sales guidance and training
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StatsBomb
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United Kingdom
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Spectator Sports
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200 - 300 Employee
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Head of Computer Vision and Data Science
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2019 - 2021
Did the computer vision research behind Statsbomb's 360 product and managed the team that productionized it. Managed the data science team working on cutting edge xG, OBV, and related models.
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PlayVision
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United States
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Spectator Sports
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Co-Founder
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2019 - 2019
Extracting information from broadcast soccer videos using computer vision. Built out the backend and CV for a pipeline to annotate events and join that with computer vision based camera calibration, player tracking, and player identification in broadcast videos.
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Google
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United States
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Software Development
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700 & Above Employee
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Software Engineer
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2018 - 2019
Google AI / Research. Worked on NLP models for next message prediction and topic classification for use in Android Messages.
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Petal
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United States
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Financial Services
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1 - 100 Employee
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Senior Software Engineer
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2016 - 2018
Greater New York City Area First engineering hire. Built the first underwriting model as well as set up much of the backend, integrations, data pipelines, and databases.
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Amplitude
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United States
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Software Development
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500 - 600 Employee
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Senior Software Engineer
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Mar 2015 - Nov 2016
Backend engineer focused on helping to build out the new (at the time) Nova architecture as well as optimizing its performance. Also did the full gambit of user research, prototyping, front-end, and backend engineering for the first versions of two data science products (Compass and Personas).
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Coursera
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United States
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E-Learning Providers
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700 & Above Employee
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Software Engineer
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2013 - 2015
Full stack software engineering, data analysis, data warehousing, building out the experimentation platform, recommendations, content discovery, emails.
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Research Assistant
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2012 - 2013
Stanford, CA Worked on human pose estimation tasks in Professor Daphne Koller’s group. Applied efficient methods for approximately optimizing cyclical graphical models.
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Research Assistant
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2012 - 2013
Stanford, CA Worked on semantic parsing in Professor Percy Liang's group. Created a dataset using sampling to explore the space of natural language questions. We published the paper "Semantic Parsing on Freebase from Question-Answer Pairs" which has 1000+ citations.
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Facebook
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Software Development
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700 & Above Employee
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Software Engineer Intern
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2011 - 2011
Palo Alto, CA Worked on the Ads Measurement team measuring the value of advertisements on Facebook.
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Amazon
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United States
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Software Development
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700 & Above Employee
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Software Development Engineer Intern
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2010 - 2010
Seattle, WA Worked on the Recommendations team. Created interactive widgets (and backing data stores) for preference collection.
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Agilewaves
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Renewables & Environment
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Software Intern
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2009 - 2009
Menlo Park, CA Implemented an estimator for natural resource and utility use. Designed a drag-and-drop user interface for configuring resource monitoring systems. Agilewaves is a green-tech startup.
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Education
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Stanford University
Master of Science (MS), Computer Science -
Stanford University
Bachelor of Science (BS), Computer Science -
Stanford University
BS; MS, Computer Science; Computer Science -
Lakeside