Janani Annur Thiruvengadam is a Senior Data Engineer at Amazon, where she builds and scales enterprise-grade data platforms powering analytics, machine learning, and decision-making across large-scale distributed systems. She specializes in cloud data warehousing, MLOps integrations, and production data pipelines on AWS. Beyond her engineering role, Janani is an IEEE Senior Member, a published technical author on DZone, and a conference speaker with research accepted at international IEEE conferences. Her work explores the evolving intersection of AI and data engineering — helping organizations design resilient, AI-ready data platforms and guiding engineers to thrive in an AI-native future. She is passionate about mentoring, knowledge-sharing, and empowering women in technology through ...