This assignment was taken as part of the hiring process for a position at the Astera Institute in the Simplex department, lead by Adam Shai and Paul Riechers.
I formally declare that the original work, methodology, and analysis presented in this document are entirely my own, completed independently for the interviewing commitee with their explicit permission to publish.
A disclosure of AI use is included in the pdf report.