Multiclass Classification of Medical Symptoms
Undergraduate-level project on classifying patients’ symptoms with known diseases.
Portfolio
Analyzing Disparities in Special Education Programs in California Schools
Undergraduate capstone project which uses a mix of clustering and ANOVA methods to analyze the ethnic factors which contribute to disparities in K-12 special education program enrollment.
HackDavis 2025: ReliefCal
An AI solution for locating disaster relief resources.
Hypothesis Testing for high-dimensional, non-linear clustering algorithms
A chi-squared test for clustering labels, with applications to oceanography
Comparing Forecasting Models for Univariate Time-Series Analysis
Empirical comparison study evaluating the performance of traditional statistical forecasting models as well as deep learning architectures designed for time-series forecasting across different forecasting scenarios.
Shortest Path Calculation and Edge-Weight Modeling for Gridded Supply Chain Networks
Comparison of algorithms for calculation runtimes of Dijkstra’s algorithm in application to supply chain networks, and prediction modeling of edge-weights using localized nearest-neighbor decision tree algorithms.