Creating a social media platform for nurses in the healthcare industry posed unique challenges. Our primary goal was to design a seamless switch between work and play modes, ensuring that users could easily transition from professional tasks to personal interactions. We needed to integrate functionalities like chat, recommendations, feeds, posts, and job searching, all while maintaining a user-friendly interface. The complexity of incorporating deep learning for personalized experiences and ensuring the platform’s scalability and security were significant hurdles. Additionally, we faced the task of developing a chatbot that could assist with both professional queries and personal conversations, making the platform truly versatile.