Senior Data Scientist
CurrentData Scientist responsible for building models of Battery Electric Vehicle (BEV) performance. Read journals to identify factors responsible for BEV battery consumption, eventually using a Longitudinal Dynamic Model and a detailed vehicle simulation including weather conditions to generate predictions of battery use for routes from a transit schedule. Used Pandas and Dask to analyze data from onboard vehicle systems and determine variances from predictions. Worked with manufacturers and HVAC vendors to understand the contribution of this system to overall energy demand. Prepared dozens of Jupyter notebooks to explain findings to the development team and assisted in implementing Python algorithms in C# for a packaged solution delivered to clients.