Secure the Bag

A platform designed for users to gain a deeper understanding of food insecurity in California. Predictive models are used to create data visualizations demonstrating the historical and future trends in food security in California. Tools for machine learning implemented to have users interact and...

informARTive museum

An immersive virtual experience to view artwork from a data-centric point of view. The pieces featured are from the publicly available MET dataset. The website demonstrates through visualizations how art styles of popular artists change over time, the place of origin of the museum's art pieces,...

California Wildfires

Wildfires are becoming more common and destructive in California. This project aims to classify and predict how big a wildfire may become by training models on a variety of weather conditions to help provide more information to prevent large wildfires.

Fake Review Detection and Sentiment Analysis

Fake reviews often damage the reputation and integrity of services such as Yelp. In this project fake reviews were created using natural language processing and n-gram and gpt2 models were used to discern between real and fake reviews. A sentiment analysis on the reviews was also performed to...