Shivaram Andiappan Selvaraj is a seasoned professional with extensive experience in data management and analysis, currently serving as a Senior Associate at Bank of Singapore since July 2019. Prior to this role, Shivaram held positions at United Overseas Bank Limited as an Associate and at HP as an Intern, where significant contributions included optimizing inventory forecasting and data extraction. Shivaram’s earlier experience as a Consultant at Wipro involved implementing data modeling projects for major clients in banking and retail, utilizing ETL technology and Data Warehousing concepts. Shivaram holds a Master of Technology in Knowledge Engineering from the National University of Singapore and a Bachelor of Technology in Information Technology from Anna University, complemented by proficiency in the German language.