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afonsofroes/README.md

Hiya 👋

My name is Afonso, I'm 27, and I'm a Le Wagon batch #1157 Data Science graduate, now AI Specialist at BJSS in Lisbon.

I love all things ML, especially LLM Agents.

Languages & Tools

python pandas scikit_learn tensorflow seaborn sqlite gcp docker linux figma matlab

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  1. snake-ai snake-ai Public

    A RL model trained to play snake. Based on a YouTube tutorial. Using the project as an environment to learn about different parameters in RL.

    Python

  2. project-groups project-groups Public

    Model that assigns Le Wagon Analytics students into project groups based on their preferences.

    Python 1

  3. kitt-lecture-scraper kitt-lecture-scraper Public

    Scrapes Kitt for lecture videos and their languages, outputs to a Google Sheet. This was done to keep my Le Wagon Data Analytics students up to date on content changes, and also to give them a smal…

    Python

  4. apartment-clustering apartment-clustering Public

    This project aims to use a combination of NLP, KMeans clustering and a lot of data wrangling to automate differentiating between appartments based on descriptions present on the various renting web…

    Jupyter Notebook

  5. spaceship-titanic spaceship-titanic Public

    Spaceship Titanic Kaggle comp. On submission, I achieved 80% accuracy - rank 424/2376, top 18%. On my 33rd attempt, I achieved 81% accuracy, 108/2404, top 5%

    Jupyter Notebook

  6. terrible-with-concerts-demo terrible-with-concerts-demo Public

    A repo where I demo my workflow through the development of my Le Wagon group project

    Jupyter Notebook