Mateo Torres

Developer Advocate

Rio de Janeiro, Brazil
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Summary

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Senior
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Mateo Torres is a Developer Advocate based in Rio de Janeiro with 13 years of experience bridging research-grade machine learning and practical developer tooling. He has a PhD in Computer Science and a track record as a senior research scientist at Cornell and FGV where he advanced protein representation learning, interaction-interface prediction, and network medicine applications. Equally at home building production SaaS earlier in his career and teaching university courses, he now focuses on building and demystifying AI agents for practitioners without sacrificing safety. Mateo’s background combines deep bioscience ML expertise with hands-on full‑stack engineering and curriculum design, making him adept at translating complex research into usable developer experiences. An understated strength is his history of producing assessment content and labs—helping teams scale knowledge transfer as well as code.
code13 years of coding experience
job10 years of employment as a software developer
bookDoctor of Philosophy (PhD), Computer Science, Doctor of Philosophy (PhD), Computer Science at Royal Holloway, University of London
bookVisiting Assistant in Research, Bioinformatics, Visiting Assistant in Research, Bioinformatics at Yale University
bookInformatics Engineer, Computer Science, Informatics Engineer, Computer Science at Universidad Católica Nuestra Señora de la Asunción
languagesEnglish, Spanish, Portuguese
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Stackoverflow

Stats
1,605reputation
41kreached
64answers
9questions
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Github Skills (45)

arcade10
agent8
artificial-intelligence8
bioinformatics8
langchain7
openai7
ai7
stem6
batch6
data-visualization6
codeigniter6
firebase6
webapp6
database6
api6

Programming languages (7)

MDXCSSCJavaScriptHTMLJupyter NotebookPython

Github contributions (5)

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paccanarolab/S2F

Jun 2019 - Jul 2022

S2F: protein function without experiments
Contributions:1 release, 2 reviews, 168 commits in 3 years 2 months
bioinformaticsproteinprotein-function
torresmateo/configurations

May 2015 - Jan 2024

Contributions:17 pushes in 8 years 9 months
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Mateo Torres - Developer Advocate