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Building projects in analytics, machine learning and AI applications.
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Building projects in analytics, machine learning and AI applications.

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Ratnatepy/README.md

Hi, I'm Bun Ratnatepy

Fourth-year Data Science student · Passionate about learning · Believer in using technology for good

🌐 PortfolioLinkedInEmail


About Me

I’m currently a data science student at the Institute of Technology of Cambodia.
I enjoy working on projects that help people, solve real-world problems, and encourage responsible use of AI and data.

Throughout my journey, I’ve had the opportunity to explore different areas such as machine learning, dashboard creation, and real-time systems. I’m always open to learning, improving, and collaborating with others.


What I’ve Worked On

  • 📊 National Telecom Dashboard
    Created real-time dashboards during my internship at the Ministry of Post and Telecommunications using Power BI.

  • 🧠 Disease Prediction App
    Built a machine learning app that supports health diagnostics using Python and Streamlit.

  • 🚗 Driver Drowsiness Detection
    Developed a deep learning system to detect driver fatigue using ZFNet and OpenCV.

  • 📈 Loan Default Prediction
    Modeled loan default risk with over 88% accuracy using logistic regression.

  • 🛑 Traffic Sign Recognition
    Combined YOLOv8 and CNN to recognize traffic signs in real-time.

You can find more projects on my portfolio.


Skills

  • Languages: Python, R, SQL
  • Tools: Power BI, TensorFlow, OpenCV, Arduino, Streamlit
  • Concepts: Machine Learning, Data Visualization, Predictive Modeling, Responsible AI

Interests

I care deeply about the intersection of data, ethics, and social good.
Currently exploring:

  • AI explainability
  • NLP and text-based insights
  • Real-time analytics
  • Open collaboration and peer learning

Let’s Connect

If you're working on something meaningful and would like to collaborate, I’d love to hear from you.
I’m especially interested in projects related to education, public service, and ethical AI.

“Stay curious, stay kind, and keep learning.”


Thank you for visiting 🤍

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