Your key responsibilities in this role are:- Build and maintain MLOps infrastructure supporting continuous integration and deployment.- Work fluently across multiple codebases including Swift, Objective-C, Python, C++. - Ensure consistent model behavior and performance across different platforms and devices.- Profile and optimize model inference performance, memory usage, and battery efficiency.- Implement robust error handling, fallback mechanisms, and monitoring systems.- Develop apps / dashboards (as required) to enable debugging/triage/live-assessment from QA teams.