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  • Athens , Greece
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antoniosMavridis/README.md

Antonios Mavridis

Hey there 👋
I am an experienced BI & Analytics Engineer specializing in the entire data lifecycle, from ETL processes to advanced batch and streaming processing. Holding a master's degree in Data Science, my journey through academia and the professional world blends together, enriching my adventure into machine learning, deep learning, and large-scale management systems. Driven by the endless possibilities of data, I am dedicated to advancing the field through innovative analytics and data-driven solutions that not only meet but exceed the strategic needs of the future.

🛠️ My favorite tools

👨‍💻 Programming languages | Databases

Python R SQL Bash 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 Notion Markdown

📘 Selected Open Source Projects

rental-housing-analysis-app multi-robots-soccer ML-Algorithms

All Repositories

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  1. Topic_Modelling_and_a_Fine-Tuned_BERT-Based_Transfer_Learning_Approach_for_Sentiment_Classification Topic_Modelling_and_a_Fine-Tuned_BERT-Based_Transfer_Learning_Approach_for_Sentiment_Classification Public

    Topic Modelling and a Fine-Tuned BERT-Based Transfer Learning Approach for Sentiment Classification of Financial News Feed

    Jupyter Notebook

  2. Major_Adverse_Cardiovascular_Events Major_Adverse_Cardiovascular_Events Public

    Prediction and 10-year Risk Assessment of Major Adverse Cardiovascular Events using Machine Learning Techniques

    Jupyter Notebook

  3. Digital_Notes Digital_Notes Public

    A Python application in Docker with Mongodb Database that simulates the GoogleKeep application.

    Python