Projects

AI-Powered Chest X-ray Pathology Detection

Can an AI model automatically detect 14 thoracic pathologies from chest X-ray images, providing rapid screening assistance to radiologists while maintaining interpretability and clinical significance?

PythonCNNPyTorchGradCAM

Project Repo

Data to Diagnosis: Logistic Regression for Stroke Risk

Can patient demographics and health indicators identify stroke risk early? This project uses logistic regression with class balancing, assumption checks, and threshold optimization to prioritize high-recall screening in a real-world, imbalanced healthcare dataset.

PythonLogistic RegressionMLscikit-learn

Project Repo

Emissions by the Equation: Predicting CO₂ with OLS

A regression-powered deep dive into what drives state-level carbon emissions. Includes log-transformed modeling, feature selection, and end-to-end diagnostics for high-accuracy environmental prediction.

PythonMLMLR

Project Repo

Turning Pages, Making Predictions

Trained a simple linear regression model to predict how many books are read each month from HoursSpentReading. Utilized assumptions checks, a hold-out test set, and full residual diagnostics.

PythonSLRstatsmodelsscikit-learn

Repo

Cloud-to-Code: Ordinary Least Squares for Weather (Python)

Can the temperature be predicted from an OLS model? Model utilized a train/test split and full regression diagnostics.

PythonMLseabornscikit-learn

Repo

AdventureWorks2019 Database (SQL)

Contains SQL Code for everyday use and general understanding. Window functions, CTEs, Indexing, and more.

SQLCTEsWindow Functions

Repo

Tableau Visuals

Repository of all my Tableau visuals

TableauTime Series

Repo