Do Discounts Affect Customer Ratings?
Observational analysis and randomized A/B test design using Olist e-commerce data.
Bird Species Identification
Comparing four ML subdisciplines for recognizing bird species from images.
Company Bankruptcy Prediction
A full ML pipeline predicting bankruptcy from 95 financial variables.
Image Compression using ML
Clustering-based image compression, deployed as a Streamlit web app.
SafeCity
Team-built crime rate visualization tool for L.A. neighborhoods.
Water Potability Prediction
Classifying water safety from 10 quality metrics, handling class imbalance with SMOTE.
Wildfires in the Continental U.S.
An interactive Tableau dashboard of wildfire history from 1992–2018.