Shivam Kumar developed a core HTTP server bootstrap for the Meesho/BharatMLStack repository, focusing on reliable service startup and health monitoring. He used Go and the Gin framework to initialize the server router, configure runtime modes based on environment variables, and implement a dedicated health check endpoint at '/health/self'. By introducing a singleton server instance, Shivam ensured predictable startup and safe initialization, supporting scalable deployments and improved on-call reliability. His work demonstrated depth in backend and API development, addressing operational needs for robust service management. Over the month, he delivered one feature, laying a solid foundation for future backend enhancements.