Brindha Priyadarshini Jeyaraman is a data science and engineering leader with over 14 years of experience, holding a Master’s in Knowledge Engineering from the National University of Singapore. She’s currently advancing her education with a Doctor of Engineering in Financial Knowledge Graphs at Singapore Management University. She currently works as a Principal architect for AI at Google Cloud and is proficient in building complex machine learning systems using technologies like Python, Java, R, Spark, and Kafka. She excels in agile development environments and has extensive experience with ML Ops and architecting solutions on AWS and Google Cloud. She has authored two books on real-time streaming and machine learning, where she shares her knowledge on building analytical platforms and developing practical machine learning applications. Her technical certifications include Sun Certified Java Programmer (SCJP), Sun Certified Web Component Developer (SCWCD), and DB2 Certified. She actively contributes to the field through research and speaking at industry conferences. Her professional journey includes impactful roles at Google, Monetary Authority of Singapore, and I2R handling projects across telecommunications, finance, e-commerce, and research. Brindha’s leadership and expertise make her prominent in the field of data science and engineering, significantly contributing to advancements in these domains.