Neuron Identification and Classification
Drosophila neuron identification using the CaImAn library and classification using a custom model.
Photo by Brett Jordan on Unsplash
EDA with NLP - Sherlock Holmes or Not?
Exploratory text analysis using a variety of NLP methods as an exercise to evaluate the power of each method.
Photo by Prateek Katyal on Unsplash
PySpark with Reddit Data
Project to test the limits of PySpark to deal with big data. Uses a Random Forest model to classify Reddit comments into subreddits.
Earthquake Rescue Project
Pixel classification with real crisis data. Compared 7 types of models with different thresholds.
Visualizations with D3.js - US Map with County Data
Project to more accurately national depict population, voting, and unemployment data at a local level. Built using D3.js