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getHibou/README.md

João Pedro

PhD Student · Machine Learning · NLP

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👨‍💻 About me

PhD student in Computer Science (UFMA/UFPI) with a strong academic background in Artificial Intelligence, Large Language Models (LLMs), and Generative AI. My academic interests include text classification, explainability in AI (XAI), and semi-supervised learning with applications at the intersection of NLP, mental health, and generative AI.


🎓 Academic Background

Period Degree Institution
2026 – present 🔬 PhD in Computer Science (in progress) UFMA / UFPI
2023 – 2025 🎓 MSc in Computer Science UFMA
2025 – 2025 📋 Postgraduate Specialization in Biotechnology UNYLEYA
2022 – 2023 💼 Postgraduate Specialization in Business Management UNICSUL
2021 – 2022 📐 Postgraduate Specialization in Data Analysis & Applied Mathematics UNYLEYA
2019 – 2025 🖥️ BSc in Computer Science UFMA
2019 – 2021 🏢 Technologist Degree in IT Management ¹ UNICSUL

🏆 Master's Thesis: Exploring Semi-supervised Learning Methods and Generative AI for Suicidal Ideation Identification in Non-Clinical Texts (2025)

¹ Technologist Degree (Tecnólogo) is a Brazilian higher education credential focused on applied technology, equivalent to an Associate of Applied Science (AAS) in the US system.


⚡ Skills

💻 Programming & Development

Python R C Java

🧠 Machine Learning, AI & Data Science

PyTorch TensorFlow scikit-learn Keras HuggingFace LangChain spaCy NLTK NumPy Pandas SciPy Matplotlib Seaborn Plotly OpenCV mlflow Weights&Biases

🗄️ Databases & Tools

MySQL PostgreSQL SQLite Git LaTeX


🔬 Research Interests

┌─────────────────────────────────────────────────────────┐
│  🤖  Large Language Models (LLMs) & Generative AI       │
│  📝  Text Classification & NLP                          │
│  🔍  Explainability in AI (XAI)                         │
│  🧬  Semi-supervised Learning                           │
│  🏥  AI Applied to Mental Health                        │
│  📐  Applied Machine Learning                           │
└─────────────────────────────────────────────────────────┘

Pinned Loading

  1. Small_Projects Small_Projects Public

    Python

  2. Detect_and_Explain Detect_and_Explain Public

    Jupyter Notebook

  3. Above_Average_Citations Above_Average_Citations Public

    Monografia para o curso de Ciência da Computação - UFMA

    Jupyter Notebook

  4. ASL_Detection ASL_Detection Public

    Trabalho final da disciplina de Visão Computacional

    Jupyter Notebook 1