Patrick Lestrange
About Patrick Lestrange
Patrick Lestrange is a Research Scientist at Convoy Inc in Seattle, WA, where he has worked since 2019. He has a strong background in data science and research, with significant contributions to improving driver tracking and arrival time predictions.
Work at Convoy
Patrick Lestrange has been employed as a Research Scientist at Convoy Inc since 2019. His role involves applying advanced statistical methods and machine learning techniques to improve operational efficiencies within the company. Based in Seattle, WA, he has contributed to enhancing the accuracy of estimated time of arrival (ETA) predictions and optimizing driver tracking systems.
Education and Expertise
Patrick Lestrange holds a Doctor of Philosophy (Ph.D.) in Chemistry from the University of Washington, where he studied from 2012 to 2017. He also earned a Bachelor of Science (B.S.) in Chemistry from York College of Pennsylvania, completing his degree in 2012. His educational background provides a strong foundation in analytical and quantitative research methodologies.
Background
Patrick Lestrange's career began at York College of Pennsylvania, where he worked as a Research Assistant from 2010 to 2012. He then joined the University of Washington as a Graduate Research Assistant from 2012 to 2017, followed by a brief tenure as a Postdoctoral Researcher in 2017. He also gained experience as a Data Scientist at Boeing from 2018 to 2019 and participated in the Insight Data Science Fellowship in 2018.
Achievements in Research
During his research career, Patrick Lestrange has made significant contributions to predictive modeling in transportation. He enhanced ETA accuracy by 25% through the development of a regression model for driver arrival times. Additionally, he implemented a heuristic model that reduced incorrect driver tracking by 80% and improved late detection rates by 10% with a classification model predicting driver on-time performance.