Hire Jeffrey D. - Computer Vision Engineer

* Developed an evaluation framework in Python for scientists to compare the performance of multiple CV models. * Designed and implemented an algorithm to generate customizable CV model performance reports in spreadsheets that used to be made manually. * Defined the requirements and verified data quality for a large data collection and annotation effort for evaluating model performance in production environments. * Designed and implemented heuristics for extracting images of doors from home videos for door detection training.

* Analyzed the benefits of two pretext tasks for self-supervised segmentation of tissues in MRI and CT scans. * Investigated how certain hyper-parameters and implementation choices can affect segmentation performance. * Implemented machine learning models and ran experiments using Python and Keras.