Data Projects
Detecting Credit Card Fraud
How do you detect fraudulent credit card transactions when 99.8% of transactions aren't fraud? This page shows how I approach complex predictive modeling on an open dataset, specifically supervised machine learning on tabular data. My goal is for models to be transparent and easy to understand while maintaining strong performance.
Python
Statsmodels
sklearn
Plotly
Seaborn
Web Projects
Andre Castro Racing (2020)
Andre Castro is a first-generation Colombian-American racecar driver and 2020 EuroNASCAR Champion. I met Andre back in 2018, when he was looking for sponsorships to continue on the Mazda Road to Indy USF2000 Series. Last year he proved to be a front-runner in the 2019 NASCAR Whelen Euro Series with PK Carsport, and this year amid the 2020 Coronavirus Pandemic won the EuroNascar E-Series Championship with DF1 Racing. I built Andre's website to help sponsors and racing teams better understand his potential and talent.
React
Gatsby v2
Netlify (CMS)
SASS
Bulma (CSS)
Javascript
Midway Ventures (2018)
Midway Ventures was founded in 2014 as a student organization at the University of Chicago to help VC firms identify, diligence, and source promising student startups, and to work directly with startups on projects related to fundraising and business development.
JavaScript
Bootstrap
Squarespace Dev Platform
jQuery
Greensock
HTML
LESS
Cloudy Day Club - Spotify (2020)
Cloudy Day Club is a Spotify Web Player with a splash of color for those drab cloudy days. The interface's color is personalized to the album art of whatever song you choose to listen to.
Spotify Web API
React
Redux
Express
Node.js
axios
Reach Router
Styled Components
SCSS
Heroku