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thanakornbua/README.md

๐Ÿ‘‹ Hi, I'm Thanakorn Buathongtanakarn

๐ŸŽ“ Researcher | AI & Data Science Enthusiast | Policy Innovator | High School Student

I work at the intersection of healthcare, data science, and technology, focusing on using AI and scalable software solutions to improve clinical outcomes, streamline health policy research, and develop innovative tools for medical and scientific applications.


๐Ÿ”ฌ What I Do

  • ๐Ÿฅ Healthcare Research: Investigating UCEP (Universal Coverage for Emergency Patients) policy impact, trauma care financing models, and cost-effectiveness in Thai healthcare.
  • ๐Ÿง  Medical AI: Developing deep learning pipelines for: bone fracture detection
    • Breast lesion classification & localization (CNNs, ResNet, EfficientNet)
  • ๐Ÿงช Hackathon Projects:
    • Automated drug dispenser machine for IV medications.
  • ๐ŸŽ–๏ธPast experiences
    • ๐Ÿฅ‰Honorable Mention: General knowledge quiz competition in medicine and health science in MEDSWU EduFest, 3rd Finalist
    • ๐ŸฅˆThailand English Level Evaluation Test (TESET 2024)
    • Hackerank basics python certificate.

๐Ÿ›  Tech Stack

  • Programming & Data: Python (Pandas, NumPy, Scikit-learn), SQL (PostgreSQL), MATLAB
  • AI/ML: PyTorch, TensorFlow, CNNs (ResNet, EfficientNet), Grad-CAM explainability
  • Visualization: Matplotlib, Seaborn, Plotly
  • Tools & Infra: WSL, Docker, Jupyter, GitHub Actions
  • Health Data: DICOM (medical imaging), SPSS, CSV analytics

๐Ÿš€ Featured Projects

  • ๐Ÿ–ผ Artificial intelligence for bone lesions โ€“ CNN-based models.
  • Proof of concepts for Artificiial intelligence for HER2 Classification - CNN-based models., Visualization methods

๐ŸŒฑ Beyond Work

  • ๐ŸŽฎ Gaming sometimes.
  • ๐Ÿƒ Trying to be gymrat.
  • ๐ŸŒ Passionate about applying tech to solve real-world health challenges.

๐Ÿ“ซ Let's Connect!

  • โœ‰๏ธ Email: scientan@gmail.com
  • ๐Ÿ”— LinkedIn: Thanakorn Buathongtanakarn
  • ๐Ÿ“ธ Instagram: thnk._th

โญ "Bridging healthcare, school, AI, and policy for impactful innovation."

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  1. JetBrains/swot JetBrains/swot Public

    Forked from leereilly/swot

    Identify email addresses or domains names that belong to colleges or universities. Help automate the process of approving or rejecting academic discounts.

    Kotlin 2.1k 32.7k

  2. ModelD03 ModelD03 Public

    Python