Maxwell Berkowitz Email & Phone Number

Ann Arbor, Mi, Us

Remote - Stuttgart, Germany

Worked on the Scaled Simulation and Evaluation team in an Agile workflow to improve its AWS cloud simulation pipeline, and expanded an internal Python module for vehicle validation to continuously verify system intent requirements using autonomous driving simulations. Created an ML-based project for parsing and compressing time-series data using Variational Recurrent Auto-Encoders (VRAEs) in the PyTorch framework. Adapted the Algolux’s Autobots Set Transformer model for this use case, working with the Actor Prediction team.

Ann Arbor, Michigan, United States

Project sponsored by Constellation Energy - developing software to detect and display components of a nuclear facility using OpenCV. Interacting with UR3e robotic arm via ROS to calculate and move to positions required to visually indicate a given location. Helped to create documentation, system diagrams, and design review materials for project stakeholders.

Ann Arbor, Michigan, United States

Resolved any software problems encountered by UMich students or faculty on personal or school-owned devices, and assisted the repair team in efficient turnaround at multiple locations across campus.

Developed a point cloud parser using stereo vision and aided in real-time filtering performance using C++ and CUDA in a complex codebase. Utilized Bash, Docker, and other DevOps tools to increase development efficiency and handle dependencies across the ‘Perception’ subteam. Created new autonomous pathing for navigation around visual markers using Python, specifically NumPy. 2022 URC and CIRC Champions.

Bse, Computer Science, Junior

Relevant Coursework: Operating Systems, Data Structures, Algorithms, Machine Learning, Computer Vision, Software Engineering, Computer.

Statistics And Spanish Civilization & Culture

Madrid, Spain

High School Diploma