Pittsburgh, Pennsylvania, United States
As one of the original members of the team, I worked across the company designing novel perception algorithms, building low-latency C++17 infrastructure, and pushing several features to the car. I worked on projects spanning mapping, lidar processing, image detection, geometric computer vision, tracking, and core runtime infrastructure.
I spent a fair amount of time at argo leading the development and integration of a deep lidar object detector. This included getting labels, working with labeling companies, cleaning data, writing modeling code, optimizing the model with TensorRT, deploying the model onboard, integrating the output with other teams, and metrics throughout each step of the process (and after!) This then grew to my first tech-lead role of managing the day-to-day projects of around eight people.
To further improve Argo's lidar capabilities, I worked with the Argo Lidar team enhancing the firmware capabilities of our custom geiger-mode lidar sensor.
I also performed novel published research in stereo vision.