Raj leads, designs, manages & implements Data Strategy, Data Architecture, Governance & Data Management across High Performance Cloud Computing, hybrid-cloud, Agile, Big data Analytics platforms for Banks, Insurance firms, Investment Institutions, Life Science & Bio Pharma, Retailers, Media & Entertainment, Public Services, Education. Implementing well Governed and Quality controlled Data Lakes (Collibra and/or Alation), spawning HOLAP, MOLAP Data Marts (Apache Kylin - 100s of billions of transactions or SnowFlake), backend-ed by an Enterprise Data warehouse (Google Big Query, or AWS Redshift or Synapse), casting a Semantic "Icing-on-Cake layer" for end user Analytics (Tableau, etc.) and ML/DL (Databricks)- and you have a perfect recipe ! Raj partners with Global technology leaders, Ivy League Universities & Data Science institutes to leverage Big Data expertise via focused, decisive, practical, applied research, architecture, Customer Intelligence, Risk Intelligence & Regulatory Compliance frameworks. Specialty skills: Marketing & Data Science, predictive modeling analytics, data architecture, management, Cloud enabled Data platforms, aligning with known and proactive Requirements, Big Data Analytics, MPP, Hadoop, Spark ecosystems, Machine/Deep learning platforms in SQL, NoSQL, R/Python, Graph data stores, to provide innovation Data Warehouses and data hubs. AWS, Azure, Google Cloud environments.