Worked on the esphome/esphome repository to address stack stability issues in the ESP32-P4 inference path. Focused on embedded systems and C++ programming, the developer delivered a targeted bug fix by increasing the inference task stack size, which improved the reliability of optimized kernel execution and reduced stack protection faults. This change enhanced the stability of wake-word inference on ESP32-P4 microcontrollers, aligning with ongoing hardware-accelerated kernel improvements in the project. The work demonstrated a methodical approach to diagnosing and resolving low-level system faults, leveraging expertise in microcontroller development and C++ to ensure robust operation in resource-constrained embedded environments.