Yelp Reviews Trends Analyses and Forecast Analyzed trends in review count, review sentiment, and ratings over time, and build a gradient boosting regressor model to evaluate the impact of a review on the future rating of businesses. Muscle Activation Patterns Implemented non-negative matrix factorization to decompose muscle activation patterns. Photo by Alessandro et al., used under CC BY Predicting Diabetes from Health Records Preprocessed critical care data of 120,000+ patients admitted to the ICU and built a LightGBM classifier to predict diabetes diagnoses, part of WiDS 2021 Datathon on Kaggle. Interactive Biophysical Signal Plotting A dashboard designed for summer research interns in the lab who are unfamiliar with programming. It serves as an easy tool for visualizing data.
