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martimfasantos/README.md

Hi, I'm Martim👋

An AI & Data Science enthusiast from Portugal

Linkedin: martimfasantos HuggingFace: martimfasantos GitHub: martimfasantos

About Me:

  • 🎓 I completed my Master's Degree @ Instituto Superior Técnico (IST), specializing in AI and Data Science. My Master’s thesis focused on NLP, GenAI, Language Models (LMs), and Preference Optimization.

  • 🌍 I studied at Technische Universität München, Germany as part of the Erasmus program.

  • 📚 I am passionate about Machine Learning, NLP and Data Science.

  • 👨‍💻 You can learn more about me on my personal website.

Languages and Tools:

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  1. CustomPOs-for-SLMs CustomPOs-for-SLMs Public

    Innovative Preference Optimization Algorithms for state-of-the-art small LMs, enhancing performance in GenAI and NLP tasks

    Python

  2. Diabetes-Risk-Predictor Diabetes-Risk-Predictor Public

    End-to-end machine learning pipeline that leverages health and demographic data to predict diabetes risk with high accuracy.

    Jupyter Notebook

  3. MSc-Thesis MSc-Thesis Public

    "Aligning Language Models with Human Preferences" - MSc Thesis for the Master's Degree in Computer Science and Engineering @ IST

  4. AnalyticsCup24 AnalyticsCup24 Public

    EDA & Predictive model developed for LLMeals - predicts whether a customer will like or dislike a suggested recipe based on their preferences and dietary requirements - AnalyticsCup 23/24 @ TUM

    Jupyter Notebook

  5. DL DL Public

    Deep Learning 2022/23 master's course

    Python

  6. Apre Apre Public

    Machine Learning 2021/22 bachelor's course

    Python