Madson Dias
Cientista De Dados at Sistema FIEC
Ceará, Brazil
Summary
👤
Senior🎓
Top SchoolMadson Dias is a data scientist and PhD candidate in Computer Science with 12 years of experience applying machine learning and pattern recognition to industrial problems such as anomaly detection, computer vision, and failure prognostics. He combines a B.Tech in Industrial Mechatronics and an MSc in Computer Science with hands-on research roles at universities and industry labs, including Dell and Insight Data Science Lab. As an associate researcher at UFC's Logic and AI group, he focuses on neural networks, non-linear optimization and metaheuristics, bridging theoretical methods with applied R&D. He also teaches data science and has tutored AI certification courses, showing a strong commitment to knowledge transfer alongside research. Colleagues describe him as a pragmatic scientist who turns complex models into deployable solutions for manufacturing and industrial contexts.
12 years of coding experience
2 years of employment as a software developer
Mestrado, Computer Science, Mestrado, Computer Science at Instituto Federal de Educação, Ciência e Tecnologia do CearáDoutorado, Computer Science, Doutorado, Computer Science at Universidade Federal do Ceará
Portuguese, English
Github Skills (69)
nearest-neighbors10
fuzzy10
regression10
clustering10
mlm10
hierarchical-clustering10
classification10
clustering-algorithm10
kmeans10
fuzzy-c-means10
pypi10
packaging10
python-bindings10
python-packaging9
dependency-management9
Programming languages (3)
Github contributions (5)
omadson/scikit-mlm
Sep 2018 - Aug 2022
Minimal Learning Machine implementation using the scikit-learn API.
Contributions:5 releases, 2 reviews, 134 commits in 3 years 11 months
pythonpypimlmclassificationpypi-package
omadson/mrsr
May 2019 - Oct 2020
A Python module implementing the Multiresponse Sparse Regression algorithm
Contributions:1 release, 8 PRs, 11 pushes in 1 year 5 months
regressionregression-algorithmpythonsparse-regressionsparse
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