Marcelo Reis
Assistant Professor at Universidade Estadual de Campinas
São Paulo, Brazil
Summary
👤
Senior🎓
Top SchoolMarcelo Reis is an Assistant Professor and computational scientist at the University of Campinas with 12 years of experience applying machine learning to bioinformatics and complex biological systems. He holds a doctorate in computer science from USP and complements his academic work with a long research track at Instituto Butantan, where he modeled cancer signaling and led ML-driven simulation projects. At UNICAMP he co-leads the Recod.ai lab, bridging theoretical ML methods and practical bioinformatics pipelines developed over a decade in academic and national research institutes. His profile blends rigorous academic publishing and hands-on pipeline engineering—work that spans transcriptomics, metagenomics, and computational modeling—and includes international exposure such as a visiting fellowship at the Max Planck Institute. Known for integrating domain biology with scalable computational approaches, he maintains an active lab webpage detailing ongoing projects and collaborations.
11 years of coding experience
11 years of employment as a software developer
Postgraduate certification, Bioinformatics, Postgraduate certification, Bioinformatics at University of CologneBachelor of Science (B.Sc.), Computer Science, Bachelor of Science (B.Sc.), Computer Science at Universidade Estadual de CampinasDoctor (Dr.), Computer Science, Doctor (Dr.), Computer Science at Universidade de São Paulo / USP
Portuguese, English, German, Japanese
Github Skills (12)
bioinformatics3
rio3
replication2
signaling1
simulation1
systems-biology1
sbml1
mathematical1
cpp1
science1
simulator1
modeling1
Programming languages (2)
Github contributions (5)
msreis/ReDyMo
Mar 2018 - Jul 2020
A dynamic model of the replication process in kinetoplastida
Contributions:2 PRs, 38 pushes, 1 branch in 2 years 4 months
bioinformaticsreplicationin-process
msreis/featsel
Dec 2016 - Mar 2020
Contributions:3 releases, 121 commits, 103 pushes in 3 years 2 months
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