Perception Intern

Mach9 is a company developing products for urban infrastructure management and geospatial technology. The Perception Intern will work on 2D image and 3D point cloud models for object and panoptic detection, develop perception algorithms for real-time edge systems, and tune machine learning models for improved performance and accuracy.

Responsibilities:

• Develop an initial prototype to detect paint lines and curbs on roadways. (This project ended up developing into one of our new products)
• Bring our perception models and algorithms into a real-time detection domain, trading off accuracy for speed to run on an advanced edge mapping hardware system
• Assist in the development and tuning of machine learning models to enhance performance and accuracy