Master's in Sports Physiology
Focus on nutrition
Resume
ResumeA clear summary of my path
Education, areas of work, and selected projects in one concise view; the PDF version is available to download.
Summary
An interdisciplinary background in engineering, sports nutrition, and sports physiology, while developing skills from data analysis toward data science and machine learning.
My primary focus is data analysis, health research, clear communication of results, and the use of automation tools to build reproducible workflows.
Education
Bachelor's in Sports Nutrition
Health and performance sciences
Materials Engineering
Engineering and problem-solving background
Selected skills
Selected projects
Fatty Liver Prediction with Sex-Specific Models
A comparison of RF, SVM, GB, and KNN for predicting fatty liver disease in 306 adults with overweight or obesity; the men's Random Forest model achieved the best performance.
Breast Cancer Classification with Keras
Building and evaluating a neural network on the breast cancer dataset, including K-fold validation, Dropout, and hyperparameter tuning; test accuracy was approximately 98%.
Pneumonia Detection in Chest X-rays
Designing a CNN with Keras to classify chest X-ray images and examining performance differences across training, validation, and test sets.
Certificates and research experience
IBM Applied Data Science Capstone
Coursera certificate and final data science project
Master's research on fatty liver disease and machine learning
Sex-specific modeling with data from 306 clinical participants
Specialized workshops
Emerging methods to fight obesity and automation with artificial intelligence