jesmith14
I'm a PhD Student at CU Boulder researching AI & machine learning ethics, fairness, and transparency. Check out some of my repos!
Boulder, Colorado
jesmith14's Stars
IBM/inFairness
PyTorch package to train and audit ML models for Individual Fairness
jesmith14/FairnessFeedback
The repo that holds the code for the ongoing study assessing whether fairness metrics can help minimize unwanted feedback loops in certain multistakeholder recommender systems.
jesmith14/TwitterTrends
A tutorial to reverse engineer Twitter's trending algorithm. In this repo you will also find a report that highlights some ethical concerns with social media engagement manipulation.
jesmith14/personal-sentiment-analysis
Data Science project that implements sentiment analysis on your personal facebook account. By cross-examining the public timeline posts vs. the private messages, I created visualizations to discover if my private sentiment is different than my public sentiment. Then, I used a machine learning algorithm to predict what my future sentiment might be.
jesmith14/DatosProfundos
An open source repository for English and Spanish speakers who are interested in learning how to use data science to create a social impact.
jesmith14/fairness-ml-tutorial
Open Source tutorial for introductory data scientists to implement fairness models to correct for training data redundantly encoded with bias.
yengkerng/Tempo
CPE 308 - Tempo