Technical Deep-Dives & Project Post-Mortems
Read real-world hardware mistakes, code optimization logs, and innovation findings directly from our student community and expert mentors.








Latest Innovator Findings
Explore student-authored articles tagged with #IoT, #Arduino, and #AI, learning from real-world project breakdowns.
Building a Smart Home Hub with ESP32
Optimizing Robotics Pathfinding with Arduino
Edge AI for Object Detection on Raspberry Pi
Debugging Motor Drivers: A Common Pitfall
Detailed guide on integrating sensors and actuators using ESP32, covering common challenges in IoT development.
A deep dive into algorithm efficiency for mobile robots, including code snippets and performance benchmarks.
Implementing lightweight machine learning models for real-time object recognition in embedded systems.
Troubleshooting guide for common issues with DC motor drivers in robotics projects, featuring practical solutions.


Autonomous Rover: Obstacle Avoidance
Dive into the journey of building an autonomous obstacle-avoiding rover using an ESP32 microcontroller, ultrasonic sensors, and custom motor control. Learn about sensor fusion and PID tuning.
This post-mortem details the iterative design process, challenges faced during development, and the final performance metrics of the rover in varied environments.
Share Your Innovation Journey
Got a technical breakthrough or a challenging debug story? Submit your project logs and post-mortems to inspire the next generation of innovators.
