This week, I intended to continue testing the end-to-end data upload flow from the Raspberry Pi to Supabase. However, testing was temporarily blocked due to some dependency issues on the RPi, which prevented full integration with the latest version of the upload scripts. In the meantime, I focused on other tasks to continue making progress. I refactored the system architecture to use Supabase database event triggers instead of HTTP POST-based Edge Functions. Since the RPi inserts data directly into the possible_matches table, event triggers should be used instead, and worked out more details of how the parts will communicate with Richard to minimize issues we’ll face during integration. I also added functionality on the database side to send active alerts to the RPi.
Although testing on the RPi is slightly behind schedule due to the dependency issues, we plan to resolve that as soon as possible and begin end-to-end testing. Next week, I aim to begin implementing the Sagemaker api with the Supabase code and start full testing.