Gabriela Thumé
Staff Machine Learning Engineer at Tools for Humanity
London, England, United Kingdom
Summary
👤
Senior🎓
Top SchoolGabriela Thumé is a Senior Machine Learning Engineer II with 15 years in software and over six years focused on ML, currently building Worldcoin at Tools for Humanity. She combines research-grade expertise from an M.Sc. at the University of São Paulo with hands-on production experience scaling computer vision and ML pipelines at startups like Extend AI and The Grid. A former co-founder, she has a track record of shipping products from scratch and leading ML teams to deliver industrial-grade distributed systems. Early contributions to Mozilla’s Socorro crash pipeline demonstrate her long-standing commitment to robust testing and open-source collaboration. Comfortable working across continents, she brings a pragmatic, detail-oriented approach to turning research (data augmentation and quantization) into reliable deployment.
15 years of coding experience
9 years of employment as a software developer
Master of Science in Computer Science and Computational Mathematics, Computer Science, Master of Science in Computer Science and Computational Mathematics, Computer Science at USP - Universidade de São PauloBachelor of Science in Computer Science, Computer Science, Bachelor of Science in Computer Science, Computer Science at Universidade do Estado de Santa Catarina
English, Portuguese
Stackoverflow
59reputation
12kreached
3answers
0questions
Github Skills (16)
testing10
unit-testing10
python10
django10
rest-api8
postgresql8
documentation7
aws-pinpoint6
firebase-cloud-messaging6
amazon-web-services6
android6
react-native6
jestjs6
aws-amplify6
react-navigation6
Programming languages (6)
Github contributions (5)
mozilla-services/socorro
Apr 2013 - Sep 2013
Socorro is the Mozilla crash ingestion pipeline. It accepts and processes Breakpad-style crash reports. It provides analysis tools.
Role in this project:
Backend Developer & QA Engineer / Test Automation Engineer
Backend Developer & QA Engineer / Test Automation EngineerContributions:33 commits in 5 months
Contributions summary:Gabriela contributed significantly to the documentation and test suite of the Socorro crash ingestion pipeline. Their work includes adding and modifying unit tests to cover various functionalities, including views and API endpoints. They implemented and refined tests for specific bug fixes, updated documentation for unit testing, and ensured test coverage for the system. They also modified test scripts to address Jenkins failures.
crash-reports
GabiThume/msc-thesis
Oct 2015 - Jun 2016
Contributions:110 commits, 90 pushes, 1 branch in 8 months
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