Handling user-generated media introduces immense data complexities. Storing binary image data (BLOBs) directly in the SQL database is a critical anti-pattern that destroys I/O performance. Instead, our database simply stores metadata and pointers (URLs) to objects held in distributed cloud object storage. To ensure global scalability and low latency, we have integrated a Content Delivery Network (CDN) edge layer. When a user requests an image, the CDN routes the request to the geographic node closest to them, drastically reducing bandwidth costs on our origin servers and cutting image load times by over 80%.