Knowledge · Code · Impact

Computing, Artificial Intelligence and Science applied to research and education.

Research, teaching, extension, open software and the academic teaching archive gathered in a single portal.

AI

Research

From scientific questions to computational models.

  • Applied AI
  • Drug discovery
  • ADMET and bioinformatics
  • Computer vision
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EDU

Teaching

Current courses, educational resources and the historical teaching archive.

  • Artificial Intelligence · 2026/2
  • Programming Lab · 2026/2
  • Educational resources
  • Historical archive
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Software

Open projects connecting research and education.

  • EC-IA
  • MLP
  • Drug-CNN
  • Algorithms in C
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Profile

Teaching, research and software development in Computing.

Professor at CEFET-MG working in Artificial Intelligence, machine learning and computational applications in science and health.

Selected projects

Open software and educational resources

Independent projects remain in their own repositories and websites, while the portal provides academic context and discovery.

EC-IA
Teaching + Software

EC-IA

Open educational resource for Artificial Intelligence.

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{ C }
Teaching + Software

Data Structures and Algorithms in C

Implementations, tests, exercises and documentation.

GitHub →
MLP
Research + Software

Modular MLP

A neural network implementation from scratch in modern C++.

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Drug-CNN
Research + Software

Drug-CNN

Deep learning applied to pharmacological class prediction and drug discovery.

GitHub →

Current teaching

Courses in progress · 2026/2

The current semester appears first. Historical material remains available separately.

CEFET-MG · 2026/2

Artificial Intelligence

Current materials, activities and supplementary resources.

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CEFET-MG · 2026/2

Introduction to Computer Programming Laboratory

Programming laboratory activities, exercise lists and semester materials.

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Historical archive

Materials from previous years

Legacy courses are organized by institution and year and remain separate from current teaching.

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Other areas

Outreach and resources

Dedicated areas for university outreach and reusable technical content.

EXT

Outreach

Projects, short courses, workshops and activities connecting Computing with the wider community.

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RES

Resources

Articles, tutorials, technical notes, short courses and reviewed educational materials.

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