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  • Greece

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aiva00/README.md

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Chris Aivazidis - @aiva00

Hey there 👋
I'm Chris, a passionate Data Scientist, actively researching ML and AI. I'm currently finishing my Mathematics BSc while doing research and projects in ML that solve real world problems.

✍️ I wrote a research paper published on ECMLPKDD titled "On the Adaptability of Attention-Based Interpretability in Different Transformer Architectures for Multi-Class Classification Tasks"

💯 I created a webapp, powered by ML algorithms and Statistics Theory, that finds and ranks the best listings of rental properties to help students and future students of the university find a proper/affordable home. This project's functionality was extended to include the general housing market of Thessaloniki and comes as a service of the Aristotle university of Thessaloniki. You can check it out here: https://github.com/aiva00/Thess-Housing-Market-AuTh-WebApp

🔭I've worked on various ML and AI related projects, currently working on Multi-Agent Reinforcement Learning, and I am open for collaboration to any relevant project in the field, please feel free to contact me.


🛠️ My favorite tools

👨‍💻 Programming languages | Databases

Python R Node.JS JavaScript Bash SQL MongoDB

🧰 Frameworks, libraries

NumPy Pandas ScipyPy Scikit-Learn TensorFlow Pytorch Streamlit Keras XGBoost lightgbm catboost Plotly Dash Apache Spark PostgreSQL MongoDB MySQL SQLite

💻 Software and tools

Linux Ubuntu Jupyter Visual Studio Code Google Colab Docker Git Mathematica Stack Overflow Google Sheets Notion Markdown


📘 Selected Open Source Projects

Optimus-Transformers-Interpretability rental-housing-analysis-app multi-robots-soccer ML-Algorithms

All Repositories

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  1. Thess-Housing-Market-AuTh-WebApp Thess-Housing-Market-AuTh-WebApp Public

    This is a webapp created with Streamlit and is part of a data science project created by a student of AuTh for students of AuTh. With this webapp a student can easily find good deals and affordable…

    Jupyter Notebook

  2. Cifar10-NN-CNN-SVM-AE-VAE Cifar10-NN-CNN-SVM-AE-VAE Public

    A project exploring and comparing different algorithms (and how to make them better) for the classification of the Cifar 10 dataset. Inside the notebooks exist only the general "templates". The res…

    Jupyter Notebook

  3. Multi-Agent-RL-Soccer-Robots-in-Webots Multi-Agent-RL-Soccer-Robots-in-Webots Public

    This is a Multi-Agent implementation of Reinforcement Learning in a custom soccer environment in Webots.

    Python 6

  4. Rental-Listings-Scraper Rental-Listings-Scraper Public

    This is a web scraper made with puppeteer, used to scrape greek websites for rental property listings. The project was used as means to obtain data to analyze the rental housing market of Thessalon…