Sergio Gutiérrez

Doctoral Candidate

Tübingen, Baden-Württemberg, Germany
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Summary

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Senior
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Top School
Sergio Gutiérrez is an AI researcher and doctoral candidate based in Tübingen with a decade of engineering experience, currently pursuing PhD work under Matthias Bethge and Mrinmaya Sachan focused on knowledge discovery systems for the sciences. His research blends machine reasoning, knowledge representation, and reinforcement learning, and has produced measurable RL improvements (15–20%) from novel imitation-learning signals during a recent Aalto project. Before academia he built backend systems and matching algorithms in Go at Cabify and developed content tooling at Rockstar Games, reflecting a strong production engineering background. Sergio favors well-designed, open-source software and brings a rare mix of game-dev pragmatism and formal ML rigor to problems at the intersection of agents, design, and scientific discovery.
code10 years of coding experience
job1 year of employment as a software developer
bookMaster of Science - MS, Machine Learning, Data Science and Artificial Intelligence, Master of Science - MS, Machine Learning, Data Science and Artificial Intelligence at Aalto University
bookHigh School, High School at Tuscarawas Valley High School
bookHigh School, Technology and Sciences, High School, Technology and Sciences at IES Tegueste
bookUniversity College London
languagesEnglish, Spanish
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Github Skills (146)

vim-plugin10
vim10
lua10
nvim10
mason10
api10
text-editor10
solve10
filter10
neovim-plugin10
plugin10
neovim10
serial-port10
treeview10
markdown9

Programming languages (12)

TypeScriptFennelC++RustJavaScriptGoLuaHTML

Github contributions (5)

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serhez/mloggers

Feb 2024 - Mar 2025

A pip package of loggers well-suited for machine learning experiments.
Contributions:15 releases, 2 PRs, 28 pushes in 1 year 1 month
deep-learningloggingmachine-learningnatural-language-processingreinforcement-learning
serhez/nvim-config

Mar 2022 - Feb 2023

Contributions:101 commits, 288 pushes, 4 branches in 11 months
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Sergio Gutiérrez - Doctoral Candidate