David G. Email & Phone Number

United States

Build the Perception for Navigation stack using C++ integrated with ROS2 and deploy to Nvidia Jetson devices.Containerize and maintain this stack to enable fellow engineers to contribute new features.Build and deploy deep learning pipelines, owning each stage of the process including data collection, labeling, model building, model training, and compilation to TensorRT engines for deployment within C++ ROS2 nodes.Onboard field operators to drive model improvement through data collection and labeling.Participate in frequent field testing to evaluate algorithmic development and troubleshoot hardware/software failures.

United States

United States

Develop data pipelines and implement image processing methods to improve computer vision models in disease diagnosis of Early-Onset Alzheimer’s (EOAD)Apply traditional machine learning approaches in feature engineering and exploratory analysis of real-world clinical patient dataSubstantiate experimental methodology and results through corroboration with peer-reviewed literature and expert clinical collaboratorsResult in expansion of company's core technology product to include diagnosis of dementia subtypesContribute to funding applications, resulting in grants including from the Japanese Gerontological Society and SME funding.

United States