Eduardo Cabrera

Quantitative Researcher

São Paulo, Brazil
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Summary

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Eduardo Cabrera is a quantitative researcher with five years of hands-on experience applying machine learning and AI to real-world engineering problems, currently working at Giant Steps Capital. He blends strong academic training from Escola Politécnica da USP and a selective EPFL Engineering Excellence internship with practical research in distributed statistical learning, optimization and deep learning. Eduardo has shipped production-oriented code (TypeScript/JavaScript, MongoDB) on Rocket.Chat and contributed to converting large codepaths to TypeScript, demonstrating attention to maintainability and type safety. His research background includes award-winning work combining RNNs and GNNs to handle irregular multivariate time series, applied to industrial problems like fault detection on oil platforms. Comfortable in international, cross-functional teams, he bridges rigorous research and pragmatic engineering to move models from simulation to production.
code5 years of coding experience
job1 year of employment as a software developer
bookHigh School Diploma, High School Diploma at Colégio Universitário de Londrina
bookBacharelado Engenharia Elétrica e Eletrônica, Bacharelado Engenharia Elétrica e Eletrônica at Escola Politécnica da USP
languagesPortuguese, English, French
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Stackoverflow

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Github Skills (8)

typescript10
typescripts10
meteor10
typescript-types10
react9
chat8
collaboration7
javascript6

Programming languages (3)

TypeScriptHTMLJupyter Notebook

Github contributions (5)

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RocketChat/Rocket.Chat

Jan 2022 - May 2022

The communications platform that puts data protection first.
Role in this project:
userFull-stack Developer
Contributions:4 reviews, 30 commits, 37 PRs in 4 months
Contributions summary:Eduardo primarily focused on converting existing JavaScript slash command files to TypeScript, indicating a shift towards a more type-safe codebase. They also implemented file upload improvements, integrating text from the message box into the file description feature and modifying the file upload modal. Additionally, the user worked on various other slash command conversions and enhancements across both the client and server sides of the application, touching on invite, create, archive and me slash commands.
meteordata-protectionchatjavascriptcollaboration
Maher-Amara/Rocket.Chat

Feb 2022 - Mar 2022

The communications platform that puts data protection first.
Contributions:66 commits in 29 days
communicationsprotectiondata-protection
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Eduardo Cabrera - Quantitative Researcher