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Project In progress Public Posted Aug 2025

2nd Place Overall – National Robotics Competition (NRC) 2024

Collaborated in a team to design and build a competitive robotics project, achieving national recognition for innovation and performance. We began by constructi...

Collaborated in a team to design and build a competitive robotics project, achieving national recognition for innovation and performance.


We began by constructing a stable and robust base, providing a solid foundation for integrating the necessary tools to complete the assigned tasks efficiently. Next, we strategically planned the sequence of tasks and identified the most effective methods for execution. Subsequently, we developed and trained a machine learning model to detect four distinct number cards, each programmed to trigger different codes.


One area for improvement was to replace assumptions with practical testing, which would have allowed us to better understand the system’s behavior and refine the code more effectively. Despite these challenges, the experience was highly valuable—I learned how to program using Raspberry Pi and successfully integrate it with the LEGO coding application



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