Data Science Projects

NationBuilder Capstone

9/2023 – 6/2024

Worked with NationBuilder, a nonprofit CRM company, to build a pipeline that recognizes and categorizes user political alignment based on written texts.

Correkt

9/2022 – 6/2023

Create a web extension that scans social media pages to flag and categorize misinformation. Developed ROBERTA transformer architecture with retrieval augmentation layer (93% accuracy).

GauchoCourses

9/2022 – 6/2023

Built a web application to help UC Santa Barbara student with course planning. Worked on DevOps to configure server and implement Docker for efficient containerization and deployment of application.

Chihuahua Muffin

9/2023 – 6/2024

Is it a chihuahua? Is it a muffin? I know, it's hard to tell. So we built a web app that takes an image, runs it through a CNN, and classifies it as either chihuahua or muffin.

Mental Health in the Workplace

3/2022 – 6/2023

Worked in R to predict if a working individual will seek mental health treatment, given their professional environment and benefits. Fitted models, including logistic regression, knn, random forest, and gradient-boosted trees.

Social Perception Lab: Dehumanization

9/2022 – 6/2023

Studied and presented the effects of dehumanizing language on social perception of individuals. Used R to perform analytics and fit models.