Ishan GaurIshan Gaur has more than 17 years of IT experience in software development, data engineering, and cloud architecture, building distributed systems and highly scalable data processing pipelines using Apache Spark, Scala, and various AWS data services, such as AWS Glue, Amazon SageMaker Unified Studio, and Amazon EMR. He currently works at AWS as a Principal Cloud Engineer, where he is focused on AI/ML operations and proactive cloud optimization. He works with AWS enterprise customers to design resilient data pipelines, automate incident response, troubleshoot large-scale distributed data platforms, and adopt GenAI-powered services and operational tools. He is passionate about turning reactive support patterns into proactive, self-healing architectures. Read More Read Less