Bassam Helou
Senior Ml Research Engineer @Motional
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WORK HISTORY
Senior Ml Research Engineer @Motional
Improved the performance of a 3D object detector on trikes, flat bed trailers and other large vehicles (such as trucks), on trikes to the point where safety drivers did not need to take over whenever they saw such objects- Updated our annotation taxonomy to make it simpler and contain more examples of rare generic objects. I updated our 3d object detector to use such annotations- Led the creation of a dataset for driving behavior preference data. Used the dataset to examine different formal and machine learning-based driving behavior specification models. I published the results on IROS and made the dataset public.
EDUCATION
University of Toronto
B.S.E in Engineering Science , Engineering Physics
SKILLS
ABOUT BASSAM HELOU
Research Scientist at Motional
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