Summer 2021, Data Science Intern
- Fairness Optimization Trade Off Research
- Formulating fairness metric for multiclass protected class (e.g. race)
Summer 2019, Data Science Intern
- Ranking resume for job postings, using BERT and bag-of-words
- Embedded resume text as train set, selected candidates as target
- Reached Test set accuracy of 89%. Built from scratch
2018-2019, Research Intern
- Tracking cars in intersection real time, setting up cameras, analyzing how to alleviate road congestions.
- Pires B.R., Ranganath S, Yesson R, Kim D, Sahyoun T. The Intelligent Mobility Meter – Portable Fine-Grained Data Collection and Analysis of Pedestrian, Cyclist, and Motor Vehicle Traffic. Transportation Research Board, 2019 April.