Data Modeling

Learning Equality: …

Given topics teachers want to teach about spanning 29 different languages, I constructed a Siamese Neural Network to match educational contents based on their natural language inputs in a multi-class, multi-label classification problem. :star: Link to GitHub Page :star: :star: Link to Kaggle …

Predicting Car Accident …

Using exploratory data analysis, imputation, and machine learning classification techniques, we are tasked with predicting the severity of car accidents (mild or severe) in the United States using a country-wide car accident dataset. :star: Link to GitHub Page :star: :star: Link to Kaggle …

Opioid Crisis and …

Given drug use data of several US states, we created a mathematical model that predicts the regions where opioid use originated and spread. :star: Link to GitHub Page :star: Abstract We were tasked to offer insight to the Chief Administrator, Drug Enforcement Administration and the National Forensic …