Modeling Data Engineering

• Tech lead of state-of-the-art feature engineering platform used broadly by all researchers at the firm

• Building and maintaining ETL pipelines and tooling for all vendor-supplied data at the firm (20k+ pipelines)

Car Crash Detection Modeling

• Researched and analyzed phone sensor data from car crashes to develop classification models

• Experimented models by testing crashes in driving simulators

Automated Algorithm Design

• Developed an AutoML framework for applications on time series data

• Replicated and outperformed Machine Learning papers on day-trading strategies using the AutoML system

• Showcased and published research at GECCO 2022

Federal Management Consulting

Business Insurance FNOL Platform