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getHibou/README.md

JoΓ£o Pedro

PhD Student Β· Machine Learning Β· NLP

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πŸ‘¨β€πŸ’» 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.


πŸŽ“ Academic Background

Period Degree Institution
2026 – present πŸ”¬ PhD in Computer Science (in progress) UFMA / UFPI
2023 – 2025 πŸŽ“ MSc in Computer Science UFMA
2025 – 2025 πŸ“‹ Postgraduate Specialization in Biotechnology UNYLEYA
2022 – 2023 πŸ’Ό Postgraduate Specialization in Business Management UNICSUL
2021 – 2022 πŸ“ Postgraduate Specialization in Data Analysis & Applied Mathematics UNYLEYA
2019 – 2025 πŸ–₯️ BSc in Computer Science UFMA
2019 – 2021 🏒 Technologist Degree in IT Management ΒΉ UNICSUL

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

ΒΉ Technologist Degree (TecnΓ³logo) is a Brazilian higher education credential focused on applied technology, equivalent to an Associate of Applied Science (AAS) in the US system.


⚑ Skills

πŸ’» 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

πŸ—„οΈ Databases & Tools

MySQL PostgreSQL SQLite Git LaTeX


πŸ”¬ Research Interests

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚  πŸ€–  Large Language Models (LLMs) & Generative AI       β”‚
β”‚  πŸ“  Text Classification & NLP                          β”‚
β”‚  πŸ”  Explainability in AI (XAI)                         β”‚
β”‚  🧬  Semi-supervised Learning                           β”‚
β”‚  πŸ₯  AI Applied to Mental Health                        β”‚
β”‚  πŸ“  Applied Machine Learning                           β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

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 CiΓͺncia da ComputaΓ§Γ£o - UFMA

    Jupyter Notebook

  4. ASL_Detection ASL_Detection Public

    Trabalho final da disciplina de VisΓ£o Computacional

    Jupyter Notebook 1