Dedicated and results-oriented SME with over 7+ years of comprehensive experience in data analytics, fraud detection, credit risk management, and data trust framework within the financial and public sector. Proven track record of exceptionally achieving Customer service, Stakeholder Management and Quality goals. Skilled in leading, motivating, and training teams to deliver exceptional service and mitigate key risk effectively. Worked on migration project for Temasek to migrate the data from on premise systems (IPP Postgres and Oracle) to AWS cloud and store the data to Snowflake platform. Worked for building the end-to-end pipeline architecture for the ingestion project. Used performance optimization techniques on big data components. Efficiently used cloud technologies such as EMR, EC2, S3, Amazon Sagemaker, Snowflakes etc. Created Reconciliation script to validate source and target data using python programming. Interacting with Business directly to gather information and provide best suited solution for the project deliverables.