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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

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

🏆 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

PythonRCJava

🧠 Machine Learning, AI & Data Science

PyTorchTensorFlowscikit-learnKerasHuggingFaceLangChainspaCyNLTKNumPyPandasSciPyMatplotlibSeabornPlotlyOpenCVmlflowWeights&Biases

🗄️ Databases & Tools

MySQLPostgreSQLSQLiteGitLaTeX


🔬 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_ProjectsSmall_ProjectsPublic

    Python

  2. Detect_and_ExplainDetect_and_ExplainPublic

    Jupyter Notebook

  3. Above_Average_CitationsAbove_Average_CitationsPublic

    Monografia para o curso de Ciência da Computação - UFMA

    Jupyter Notebook

  4. ASL_DetectionASL_DetectionPublic

    Trabalho final da disciplina de Visão Computacional

    Jupyter Notebook 1