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 …