Project Info:

I led the API data evaluation strategy for a vendor product involving the State Farm Drive Safe and Save Program. This incorporated a statistical analysis test of internal data quality metrics for Cambridge Mobile Telematics, the external vendor who provides State Farm's beacons for the DS&S program. I also coordinated training sessions for qualitative coding across a department of process engineers, and then communicated findings with vendor leadership and internal leadership.

Project Details:

• Technologies:Python Pandas, PyODBC, Scipy, Scikit-Learn
• Quantified Impact:5% lift in automated detection of crash events via A/B testing
• Date:Jun. 2019- Dec. 2020