Worked on the librespot-org/librespot repository to deliver an audio playback logging noise reduction feature, focusing on improving system performance and log clarity. The solution involved disabling logging when a rodio audio stream is dropped, which reduced unnecessary log entries and minimized potential CPU overhead during playback. Using Rust as the primary language, the work leveraged skills in audio processing and system optimization to align with business goals of cleaner logs and smoother user experience. The approach targeted efficient resource management and easier troubleshooting, resulting in a more maintainable codebase and improved playback performance under high system load.