- Worked on fault tolerance and scalability at the edge in the SOAP architecture of the HCMP platform and built an automation platform to implement SAGA to manage resource allocation in long-lived transactions using FastAPI and ZMQ.- Created a custom JSON object for dependency management and introduced caching in an event-driven architecture.- Authored a comprehensive white paper and developed a prototype to demonstrate real-world applicability.