The CHAMPS are now a month away from the Final Design Review (FDR) and rapidly completing model adjustments for the upcoming Prototype Inspection Day (PID) next Tuesday. The model engineering team designed a prototype system for the model-serving strategy and enhanced the ensemble method to discuss results during the weekly liaison meeting. Meanwhile, the feature engineering team is actively tackling the real-time preprocessing functionality. Since the week is also busy with the completion of PID presentation materials, the CHAMPS will begin shooting the promotional video next week. Nevertheless, the team continues to remain on track and is excited to share their progress with Brian and Darryl each week. Stay tuned for behind-the-scenes clips from filming day.