Monisha Kanoth serves as the Senior Manager of Performance & Reliability Metrics at Apple, where she spearheads the AI/ML Siri Performance & Reliability metrics team. In this pivotal role, Monisha is instrumental in developing and implementing robust performance and reliability metrics that are essential for...
Monisha Kanoth serves as the Senior Manager of Performance & Reliability Metrics at Apple, where she spearheads the AI/ML Siri Performance & Reliability metrics team. In this pivotal role, Monisha is instrumental in developing and implementing robust performance and reliability metrics that are essential for assessing and enhancing the health of Siri interactions across billions of devices worldwide. Her expertise lies in constructing sophisticated data pipelines and leveraging big data technologies, including Hadoop and Apache Pig, to extract actionable insights from complex datasets.
Under her leadership, the team focuses on creating comprehensive dashboards and conducting in-depth analyses that illuminate the intricacies of user interactions with Siri. By employing advanced data mining techniques and utilizing PostgreSQL for efficient data management, Monisha ensures that the metrics generated are not only accurate but also scalable to accommodate the ever-growing volume of data generated by Siri users. Her commitment to continuous improvement drives the team to innovate and refine their methodologies, ultimately enhancing the user experience and reliability of Siri.
Monisha’s proficiency in business intelligence tools further empowers her team to translate data into strategic insights that inform decision-making processes at Apple. Her work not only supports the operational excellence of Siri but also aligns with Apple's overarching mission to deliver seamless and intuitive user experiences. As a leader in the intersection of AI, machine learning, and data analytics, Monisha Kanoth is at the forefront of transforming how performance metrics shape the future of voice-activated technology.
