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antoniosMavridis/README.md

Antonios Mavridis

Hey there πŸ‘‹
I am an experienced BI & Data Engineer specializing in the entire data lifecycle, with a deep focus on big data technologies and scalable data engineering solutions. From ETL processes to advanced batch and streaming analytics, I bring extensive expertise in designing and optimizing data pipelines for both structured and unstructured data.

With a Master's degree in Data Science, I have successfully bridged the gap between academia and industry, gaining hands-on experience with machine learning, deep learning, and large-scale data management systems. This diverse background sharpens my ability to deliver innovative, data-driven solutions that are both strategic and transformative.

Fueled by a passion for big data's limitless potential, I am committed to driving forward data engineering practices that empower businesses to make better decisions, faster, and more effectively.

πŸ› οΈ My favorite tools

πŸ’» Programming Languages

Python R SQL Bash

πŸ’½ Big Data

Apache Spark Apache Kafka

πŸ—„οΈ Data Management

PostgreSQL MongoDB MySQL SQLite Oracle SQL Server

☁️ Data & Cloud & Dev Platforms

Azure Synapse Databricks Docker Google Colab

πŸ“Š Visualization Tools

Plotly Power BI Tableau Shiny

πŸ“Š Computational Statistics

NumPy Pandas R SciPy

πŸ€– Machine Learning

Scikit-Learn XGBoost LightGBM CatBoost

πŸ”₯ Deep Learning

TensorFlow Pytorch Keras

πŸ“˜ Selected Open Source Projects

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

All Repositories

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  1. Kafka2Azure-Stream-Processing-and-Data-Lake-Integration Kafka2Azure-Stream-Processing-and-Data-Lake-Integration Public

    A scalable data pipeline that consumes messages from Kafka, converts them to Parquet, and uploads them to Azure Data Lake. It supports parallel topic processing, Avro deserialization, and flexible …

    Python

  2. Media_Discourse_Analysis_Israel_Palestine_Conflict Media_Discourse_Analysis_Israel_Palestine_Conflict Public

    This repository explores the Israel-Palestine conflict through analysis of Reuters articles. It features web scraping, data preprocessing, topic modeling, and sentiment analysis to uncover media na…

    Jupyter Notebook

  3. PageRank_A_Study_on_Stanford-s_Web_Network PageRank_A_Study_on_Stanford-s_Web_Network Public

    An in-depth exploration of Stanford University's web network using Stanweb.dat. This project computes the PageRank vector through various methods, including the power method and Gauss-Seidel iterat…

    Jupyter Notebook