PROJECTS

A mix of research, coursework, and personal work in statistics and data science.

Research
Research

Spatiotemporal Forecasting of Opioid-Related Fatal Overdoses

Co-authored a study on best practices for modeling and evaluating forecasts of opioid-related fatal overdoses.

Public Health Statistical ML
Paper →
Research
Research

Positive Social Media Use in Adolescent Girls

Contributed data analysis to a study on how parents, peers, adults, and informal learning communities shape positive social media use.

Social Science Survey Data
Paper →
Thesis
Thesis

Causal Inference for Personal Health Data

Completed an undergraduate thesis on causal inference methods for longitudinal observational health data.

Causal Inference Longitudinal Data
Thesis → Poster →
Research
Research

Microbiome Lab Data Analysis

Led data analysis for microbiome research projects presented as scientific posters at the Society for Neuroscience (SfN) 2024 and ENDO 2025 conferences.

Biostatistics Longitudinal Data
SfN Poster → ENDO Poster →
Coursework
Coursework

Restaurant Recommender System

Built a restaurant recommendation system using user review data, clustering, collaborative filtering, and matrix factorization.

Statistical ML
GitHub →
Coursework
Coursework

Flight Delays and Cancellations

Analyzed airline flight data to study patterns in delays and cancellations, with a focus on prediction, feature engineering, and model evaluation.

Statistical ML
GitHub →
Coursework
Coursework

Housing Market Prediction

Built and evaluated predictive models for housing prices using realtor.com foreclosure property data, with emphasis on regression, visualization, and model comparison.

Statistical ML
GitHub → Report →