Aishwarya Arun Rokade
Marine AI (UK)
Testing AI-Driven, Mission-Critical Systems: Challenges and Best Practices from Autonomous Platforms
In this session, she will draw from her experience working on testing and quality assurance for mission-critical applications developed for autonomous marine vessels, including Unmanned Surface Vehicles (USVs) and fully autonomous submarines.
Key topics I plan to cover include:
• Rigorous testing methodologies for AI-based decision systems in safety-critical environments
• Hardware-in-the-loop (HIL) testing with real-world components and sensors
• Simulator-based testing to replicate complex mission and environmental scenarios
• Regulatory and compliance considerations for autonomous systems
• Strategies for ensuring reliability, traceability, and maintainability in AI-powered embedded systems
• Test design derived from technical documentation like SRS and BRDs for high-coverage QA
• Integration testing in containerized environments for scalable validation
Comprar Tickets
Aishwarya Rokade is a Software Engineer at Marine AI, where she specializes in software testing and validation for mission-critical autonomous marine systems, including Unmanned Surface Vehicles (USVs) and submarines. At Marine AI, she plays a pivotal role in ensuring software quality through rigorous hardware-in-the-loop testing, integration validation, and simulator-based assessments of real-world maritime scenarios.
She is actively involved in projects with advanced autonomous submarines. Her responsibilities included analyzing technical documentation, managing test environments, and conducting end-to-end system testing to ensure seamless software-hardware integration.
Prior to joining Marine AI, she held key engineering roles at Capgemini and Infozzle Software Solutions, where she contributed to cloud-native API development, AWS infrastructure, and front-end optimization for enterprise clients, including Fortune 500 firms.
A graduate in Computer Engineering from the University of Mumbai, she also holds certifications in Amazon Web Services (AWS) and Java Programming. Her cross-domain expertise enables her to bring scalable, high-reliability solutions to complex environments in software development and QA for evolving Autonomous technologies.
