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clerenc-24/README.md

Hi, I'm Clerence Mashile 👋

Data Science & Computer Science Student | Analytics | SQL | Python | Optimization

Currently based in Budapest, Hungary and pursuing a Master’s degree in Computer Science at Eötvös Loránd University, I am passionate about using data to solve real-world problems and drive better decision-making. My work spans data cleaning and preprocessing, exploratory data analysis, statistical modeling, automation, reporting, and performance optimization.


🧠 About Me

  • 🎓 MSc Computer Science student at Eötvös Loránd University (ELTE)
  • 🎓 Hold a BSc Pure & Applied Mathematics from Budapesti Műszaki és Gazdaságtudományi Egyetem (BME)
  • 📊 Experienced in data analysis, SQL querying, and Python-based automation
  • 📈 Interested in performance marketing analytics, machine learning, and reporting pipelines
  • 🌍 Previously worked as:
    • Service Consultant – Capitec Bank (South Africa)
      Customer support, high-volume systems, operational data insights
    • Mobility Operator – Ubiq.ai (Budapest)
      Operations analytics, reporting automation, improving decision-making through insights
  • 💡 Actively seeking data-focused internships and project collaborations

🛠 Skills & Tools

Programming & Data

  • Python (Pandas, NumPy, Scikit-Learn)
  • SQL (MS SQL Server, MySQL)
  • Jupyter Notebook
  • Excel / Power Query

Analytics & Visualization

  • Data Cleaning & Transformation
  • Dashboarding & Reporting
  • Exploratory Data Analysis (EDA)
  • KPI tracking & optimization

Other

  • Git & GitHub
  • Problem-solving and communication in business-oriented environments

🚀 Featured Academic Projects

Project Description Tech
Multi-Class Network Intrusion Detection Built ML system to classify intrusion traffic; implemented preprocessing, feature selection, and model evaluation Python, Scikit-Learn
Exploratory Data Analysis on Real-World Data Cleaned, transformed, and visualized structured datasets; generated insights to support decision-making Python, Pandas, Matplotlib

More projects coming soon — currently preparing ML, SQL, and automation case studies.


📬 Connect With Me


🤝 Open to Collaboration

I’m always interested in:

  • Data science / analytics internships
  • Research-based ML projects
  • Performance marketing optimization analytics
  • Open-source contributions

If you would like to work together, feel free to reach out.


⭐️ If you visit this profile, feel free to star a repo or connect — I’d love to exchange ideas!

Popular repositories Loading

  1. repobee repobee Public

    Forked from repobee/repobee

    CLI tool for managing Git repositories on GitHub and GitLab in the context of education

    Python

  2. github-slideshow github-slideshow Public

    A robot powered training repository 🤖

    HTML

  3. School_Work School_Work Public

    My varsity homeworks and practice classes

    Jupyter Notebook

  4. python-mini-projects python-mini-projects Public

    Forked from Python-World/python-mini-projects

    A collection of simple python mini projects to enhance your python skills

    Python

  5. Multi-Class-Network-Attack-Classification Multi-Class-Network-Attack-Classification Public

    Modern networks generate high-dimensional traffic data that can be used to detect intrusions and cyber-attacks. In this project, we use the MachineLearningCVE dataset (MachineLearningCSV.zip) - a l…

    Jupyter Notebook

  6. clerenc-24 clerenc-24 Public