Autonomous Vehicles and Robotics for Professionals.

The difference between an Integrator and an Autonomy Engineer is simple: An Integrator trusts the "Black Box" to work; an Engineer opens it up to understand why it works.

This channel aims to achieve genuine autonomy through First Principles—the deep application of mathematics, computer science, control theory, and physics. We focus on the algorithms that drive the robot, not just the languages used to write them.

Hi, I'm Elliot. I help engineers bridge the gap between "hobbyist" integration and professional autonomy. If you are ready to stop guessing parameters and start building reliable, production-grade systems—whether in C++, Python, Rust, or beyond—you are in the right place.


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