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Phasuwut

Full Stack · AI Engineer · Thailand

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© 2026 Phasuwut Chunnapiya

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Heart Disease Prediction

Developed predictive model for heart disease risk classification. This project demonstrates practical execution from architecture and implementation to measurable delivery outcomes.

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Master Degree ProjectsYear 2022

Project Overview

Objective

Developed predictive model for heart disease risk classification.

Stack

PythonScikit-learnPandasDecisionTreeClassifierNumPy

Delivery highlights

  • Developed a machine learning modelto predict heart disease risk using Python, Scikit-learn, Pandas, and NumPy, applying data preprocessing, feature selection, and classification techniques.
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