STAREAST 2025 - Architecture - Design

Mastering test leadership involves not only guiding your team through complex testing scenarios but also fostering their professional development and advancing your own career trajectory. In today’s fast-evolving tech landscape, test leaders face the challenge of balancing rigorous quality assurance with identifying the talent, development of team’s skills and career trajectories. During his tenure as Practice Head of Quality Engineering at a major tech firm, Srinivas Rao Labhani implemented a comprehensive strategy of implementing a sense of belongingness to the organization, learning...

As AI and ML models become integral to software systems, ensuring their accuracy and reliability through effective testing is paramount. Traditional testing approaches often fall short in addressing the unique challenges posed by these models, such as handling large datasets, verifying model predictions, and maintaining robustness against data drift. This presentation explores Otis Elevator's journey in automating the testing of AI/ML models using cutting-edge tools and techniques. Ayisha Tabbassum's team faced significant hurdles in manually testing their AI models, from the sheer volume...