Kernel — Python pipelines and real-time visualisation
Python processing and quality dashboards for evaluating Kernel Flux's sensors and recordings.
What
Python tools for preprocessing, artifact suppression, feature extraction, and quality checks on Kernel Flux recordings.
Why it mattered
Per-channel noise and task-related responses helped the hardware team evaluate changes to the sensors and helmet.
My role
Built processing workflows and performance dashboards, and used their outputs in discussions about hardware changes.
Outcome
The tools supported Flux development and human validation studies.