Robotics Engineering Roadmaps
Follow structured, milestone-driven paths designed by industry practitioners. Each roadmap features curated topics, required skills, recommended hardware kits, and hands-on capstone projects.
Beginner Robotics Engineer Roadmap
The zero-to-hero blueprint: from basic circuits and C++ to your first autonomous robot.
A comprehensive step-by-step path designed for newcomers to robotics. Learn fundamental electronics, microcontroller programming, sensor interfacing, DC/stepper motor control, basic kinematics, and simple obstacle avoidance.
Autonomous Mobile Robots (AMR) & AGV Roadmap
Master autonomous navigation: from wheel kinematics and sensor fusion to 2D/3D SLAM and ROS 2 Nav2.
The definitive roadmap for building commercial-grade Autonomous Mobile Robots (AMRs), warehouse Automated Guided Vehicles (AGVs), and delivery robots using LiDAR, wheel encoders, IMU sensor fusion, and the ROS 2 Navigation Stack.
Robotic Manipulator & Arm Kinematics Roadmap
Master 6-DOF industrial robot arms: DH parameters, forward/inverse kinematics, MoveIt 2, and trajectory generation.
Learn the core robotics mathematics and control systems required to build, simulate, and control multi-axis robotic arms from desktop servos to industrial 6-axis articulated manipulators.
Embedded Systems & Microcontrollers for Robotics
Write hard real-time C++ firmware, manage hardware interrupts, CAN bus, and FreeRTOS for robotics hardware.
Dive deep into bare-metal registers, DMA transfers, FreeRTOS tasks, hardware PWM timers, CAN bus communication, and ultra-low-latency motor controller firmware on ARM Cortex-M and ESP32.
ROS 2 & Robotics Software Engineering Roadmap
Master modern ROS 2 Humble/Iron: Architecture, DDS, Nodes, Services, Actions, Launch, and Simulation.
The industry-standard software framework for autonomous systems, medical robots, and aerospace. Master modern ROS 2 C++ and Python development, node lifecycles, DDS quality-of-service, custom messages, and Gazebo simulation.
Computer Vision & Perception Engineer Roadmap
Give robots eyes: 3D point cloud processing, real-time object detection with YOLO, and Visual Odometry.
Master 2D and 3D computer vision for robotics: OpenCV pipeline optimization, camera intrinsic/extrinsic calibration, stereo vision, depth sensors (RealSense), Point Cloud Library (PCL), YOLOv8 object detection with TensorRT, and AprilTag fiducial tracking.
Drone & UAV Flight Controller Roadmap
Build autonomous aerial systems: aerodynamic forces, IMU attitude estimation, PX4 Autopilot, and MAVROS.
Learn how multirotor drones fly and navigate. Covers quadcopter flight dynamics, brushless motor ESC synchronization, PX4 / ArduPilot flight controllers, optical flow positioning, and GPS-guided waypoint missions.
Humanoid & Bipedal Robotics Roadmap
The cutting edge: 20+ DOF humanoid kinematics, Zero Moment Point (ZMP), Whole-Body Control, and Reinforcement Learning.
Explore the frontiers of humanoid and legged robotics. Master bipedal kinematics, dynamics, inverted pendulum gait models, Zero Moment Point (ZMP) stability, Whole-Body Impulse Control (WBIC), and Deep Reinforcement Learning with Isaac Gym.