Pediatric Appendicitis Prediction System:
A machine learning approach for predicting appendicitis in pediatric patients, featuring model comparison and web deployment of a 97% accurate random
forest model.
Predictive Inference for Cognitive Decline Using Mixed Effects Models:
A longitudinal analysis of the OASIS MRI dataset for predictive inference of biological and socioeconomic factors that contribute to cognitive decline, and an
exploration of the limitations of mixed effects models on non-normal response data.
Cloud Resume:
A cloud version of my resume built with Flask and deployed on AWS Elastic Beanstalk, featuring visitor analytics, PDF downloads, and responsive design.
Mini Projects
Aerofit Treadmill Sales Analysis: An in-depth exploration of customer purchasing patterns and
product preferences for Aerofit treadmill sales, utilizing SQL queries and data visualization.
Student Lifestyle & Academic Performance Analysis: A machine learning investigation into how
lifestyle factors influence student academic success, featuring a comparative study of four different regression models.
Personal Netflix Viewing Data Analysis: An analytical deep dive into personal Netflix
viewing habits using real account data, including exploratory data analysis, predictive modeling, and data visualization to reveal viewing trends and
preferences.
Connect Four Game Implementation: A complete Python recreation of the classic Connect Four game,
available in both command-line and GUI formats.