Gavin Guo

Senior Manager, ML Engineering at Twitter

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Email: ****o@twitter.com

LinkedIn: Gavin Guo

Current employer: Twitter

Current title:

Senior Manager, ML Engineering

Last updated: 22/05/2023 00:27 AM

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About

Gavin works in the following industries: "Computer Software", "Semiconductors", "Internet", and "Computer Games". Gavin is currently Senior Manager, ML Engineering at Twitter. In Gavin's previous role as a Senior Engineering Manager, Data & Analytics at Zynga, Gavin worked in until Jan 2021. Prior to joining Zynga, Gavin was a Engineering Manager / Principal Software Engineer, Data & Analytics at Zynga and held the position of Engineering Manager / Principal Software Engineer, Data & Analytics. Prior to that, Gavin was a Senior Software Engineer, Machine Learning at Zynga from Jan 2015 to Jan 2016. Gavin started working as Software Development Engineer at Amazon in Jan 2014. From Jan 2013 to Jan 2014, Gavin was R&D Engineer at TAGlab. Prior to that, Gavin was a Product Management at Advanced Micro Devices from Jan 2011 to Jan 2012.

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Gavin Guo's current jobs

Company: Twitter

Title: Senior Manager, ML Engineering

Period: Jun 2021 - Present (3 years, 6 months)

Gavin Guo's past jobs

Company: Zynga

Title: Senior Engineering Manager, Data & Analytics

Period: Jan 2019 - Jan 2021 (2 years)

- leads Analytics Application Platform Engineering, team of teams with EM and TL - domains: optimization, experiment, segments, business intelligence, data operation, user acquisition, data pipeline, analytics application/automation

Company: Zynga

Title: Engineering Manager / Principal Software Engineer, Data & Analytics

Period: Jan 2016 - Jan 2019 (3 years)

- EM for the Player Optimization team: leads experimentation, optimization, and business intelligence - Tech Lead for the Personalization and Automation programs - Domain: analytics platforms, data infrastructure, (Jupyter) Notebook platform, containerization (Kubernetes, Docker)

Company: Zynga

Title: Senior Software Engineer, Machine Learning

Period: Jan 2015 - Jan 2016 (1 year)

- Tech lead of the experimentation and optimization system - Analytics, big data, machine learning, data science, data infrastructure, large-scale high-performance systems - Machine learning research: applied different machine learning algorithms and statistical models to optimize various aspects in social games.

Company: Amazon

Title: Software Development Engineer

Period: Jan 2014 - Jan 2015 (1 year)

Vendor Performance Optimization, Anomaly detection

Company: TAGlab

Title: R&D Engineer

Period: Jan 2013 - Jan 2014 (1 year)

- UI/UX research - mobile app dev - gesture recognition

Company: Advanced Micro Devices

Title: Product Management

Period: Jan 2011 - Jan 2012 (1 year)

- Product management - Desktop Graphics - Analytics, forecasting model for business development

Gavin Guo's education

University of Toronto

Master of Science (M.Sc.) in Applied Computing

University of Toronto

B.A.Sc in Engineering Science

Gavin Guo's top skills

Data Mining Amazon Web Services (AWS) Data Analysis Software Engineering SOA OOP Web Development Algorithms Distributed Systems Machine Learning Engineering Management Human Computer Interaction Product Management Test Driven Development User Experience Design Patterns Java User-centered Design Scrum Big Data