Renan Mendes
Professor at PUC Minas
Minas Gerais, Brazil
Summary
👤
Senior🎓
Top SchoolRenan Mendes is a Machine Learning Engineer and assistant professor with a Ph.D. in Mathematical and Computational Modeling and a decade of experience building and teaching AI systems from Minas Gerais, Brazil. Since 2020 he has applied ML and MLOps at Blip while lecturing postgraduate courses in NLP, deep learning frameworks, and generative networks at PUC Minas. His research bridges evolutionary computation, multi-objective optimization, and dimensionality reduction with practical problems like vehicle routing and AI agents, reflecting a rare combination of theory-driven modeling and production deployment. Comfortable moving between research and engineering, he brings industrial engineering instincts to optimize real-world systems and curricula alike.
9 years of coding experience
1 year of employment as a software developer
Bachelor's in Information Systems, Bachelor's in Information Systems at Universidade FUMECPhD, Mathematical and Computational Modeling, PhD, Mathematical and Computational Modeling at Centro Federal de Educação Tecnológica de Minas GeraisIndustrial Engineering, Industrial Engineering at Universidade Federal de Ouro Preto
English, Spanish
Github Skills (12)
genetic-algorithm10
differential-evolution10
genetic10
nmf10
neat10
multi-objective-optimization10
heuristics10
evolution9
optimization9
mls9
crossword9
fst6
Programming languages (3)
Github contributions (5)
renansantosmendes/HierarchicalCluster2
Aug 2017 - Mar 2018
Contributions:178 pushes, 1 branch in 7 months
renansantosmendes/PhD_2019_01
Apr 2019 - Jun 2021
Contributions:22 PRs, 57 pushes, 4 branches in 2 years 2 months
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