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@msmvps @catossihub @ai-brasil @SchoolOfAISaoPaulo

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ahirtonlopes/README.md
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║  $ whoami                                                    ║
║  > Ahirton Lopes                                             ║
║  > PhD · Electrical Engineering · Mackenzie University       ║
║  > Google Developer Expert · Microsoft MVP                   ║
║  > AI Educator · Researcher · International Speaker          ║
╚══════════════════════════════════════════════════════════════╝

I research and teach Artificial Intelligence — from fundamentals to frontier models. My work spans academia, corporate training, and the developer community across Brazil and beyond.

Currently building open-access courses on ML, Deep Learning, Generative AI, and Reinforcement Learning while helping organizations navigate real-world AI adoption.


Affiliations

🎓 PhD & MSc in Electrical Engineering · Universidade Presbiteriana Mackenzie
🤖 Professor · FIAP — MBA in AI, Machine Learning & Data Science
🌐 Google Developer Expert · Machine Learning
🏆 Microsoft MVP · Artificial Intelligence
🎤 International Speaker · TDC · DevFest · Campus Party · Microsoft Reactor

Research

PhD Thesis ───────────────────────────────────────────────────
  Early Detection of Students at Risk of Dropout
  Using Administrative Data and Machine Learning
  Universidade Presbiteriana Mackenzie

📄 Read the full thesis

Citations h-index i10-index Publications
63 4 1 10+

Google Scholar · ResearchGate


Featured Projects

Mastering Reinforcement Learning
Hands-on notebooks on classical and modern RL algorithms, from Q-Learning to Deep RL.
⭐ 38 · Python · OpenAI Gym
Mastering Machine Learning
Open courseware on ML fundamentals and applied projects.
⭐ 38 · Scikit-learn · Keras · Python
Transformers & BERT Fine-tuning
Fine-tuning BERT and Transformer models for NLP tasks, hands-on notebooks.
⭐ 15 · HuggingFace · PyTorch
Unsupervised Learning
Practical implementations of K-Means, PCA, Apriori, LDA.
⭐ 16 · Scikit-learn · Python
Security ML
AI & ML applied to Cybersecurity, course materials and demos at FIAP.
⭐ 13 · Python
Mastering AI Agents
Building AI Agents beyond chatbots, slides, prompts and datasets.
⭐ 4 · Copilot Studio · Google ADK

Stack

Python TensorFlow Keras PyTorch HuggingFace scikit-learn Google Cloud Jupyter


LinkedIn

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  1. Mastering-Machine-Learning Mastering-Machine-Learning Public

    Open courseware on Machine Learning fundamentals and applied projects · Scikit-learn · Keras · Python

    Jupyter Notebook 38 1

  2. Unsupervised_Learning Unsupervised_Learning Public

    Practical implementations of Unsupervised Learning, K-Means, PCA, Apriori, LDA · Scikit-learn

    Jupyter Notebook 17 7

  3. Mastering-Reinforcement-Learning Mastering-Reinforcement-Learning Public

    Hands-on notebooks on classical and modern RL algorithms, from Q-Learning to Deep RL · Python · Gym

    Jupyter Notebook 38 5

  4. Security-ML Security-ML Public

    AI & Machine Learning applied to Cybersecurity, course materials and demos · FIAP · Python

    Jupyter Notebook 13 3

  5. MSc.-Project MSc.-Project Public

    Gender Classification of Twitter Data Based on Textual Meta-Attributes Extraction

    Python 13 3

  6. AI-Foundation-and-Learning-Models AI-Foundation-and-Learning-Models Public

    Open courseware on AI fundamentals and learning models, from supervised/unsupervised ML to Deep Learning and Generative AI · FIAP MBA · Python

    Jupyter Notebook