ubicoders

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.

Self-Driving Cars are Impossible Without This (It's Not AI)

What I Use Instead of ROS 2

Why 90% of 3D Cameras Fail in Production (Rolling Shutter vs Global)

Why Your Robot Project Doesn't Land On a Job. Do THIS Instead

Don't Apply for Robotics Jobs Until You Watch This.

Stop Wasting Time: The Essential Tools for Robotics & Autonomous Vehicle Development

Beyond the Textbook: The Real Reason You Need Linear Algebra in Robotics (Don't Miss This!)

Kalman Filter Prerequisites: Data Distribution for Autonomous Vehicles

Engineers: Master Differential Equations for Robotics (Connect Math to Your Code & Career!)

From Math Class to Real Robots: Practical Linear Algebra for Autonomous Systems

The Robotics Math Road Map: Trig, Derivatives, & Integration for Engineers (Your First Step!)

I Failed Linear Algebra—Now I Build Autonomous Drones

Why Your ROS Pipeline Is Too Slow (Dora-rs Fix Inside)

Faster Than ROS: Lightweight Tools to Test Cool Robotics Ideas in Minutes

Хитрость со стереозрением, которую использует каждый промышленный робот (пошаговое руководство по...

Карта робототехники, которую должен увидеть каждый инженер.

ROS vs. Scalability: Can We Fix the DDS Problem or Is It Time to Move On?

3 Major Barriers Slowing Down the Robotics Engineers

Why Your Computer Science Degree is a SUPERPOWER in Robotics

ИИ и робототехника: единственный способ интеграции для обеспечения производительности в реальном ...

NEVER Touch Your Raspberry Pi Again! (Robotics Workflow Revolution)

Future-Proof Your Robotics Skills: Why KITTI is Your #1 Tool for Autonomous Navigation

Необходимые знания о робототехнике для начинающих и предпринимателей: мой путь к автономным системам

Это то, что нужно вашей карьере в сфере робототехники: правда о различиях между исследованиями и ...

Are You Learning Differential Equations WRONG? (Robotics Engineers Need This!)

Beyond the Resume: Why a Video Portfolio is Your Robotics Career Advantage

STOP Buying Expensive Robots! [DO THIS INSTEAD]

How I Finally "Got" Math for Robotics (After Failing Linear Algebra!)

Are You Missing This Crucial Computer Vision Insight for Autonomous Systems?

Ваша карьера в сфере робототехники: что вам НИКТО не скажет (пока не станет слишком поздно!)