Introduction Building a TikTok-like application is a highly profitable venture in the rapidly changing domain of digital platforms. Short-format videos is increasingly the favored type for amusement and connectivity across the globe. The TikTok platform, with its innovative recommendation systems and interactive functionalities, has become a global