As a Principal data engineer at Hays. I lead a team of data engineers who create and maintain data pipelines, reports and dashboards for the leading global experts in qualified, professional and skilled recruitment industry. I have completed master's in computers. I have over eight years of experience in data analysis, data warehousing and data visualization, using tools such as Microsoft Fabric, Azure Data Factory, Py Spark, Spark SQL, SQL, Python, VBA, DevOps and Power BI.I have successfully migrated data from various sources to Microsoft Fabric, Azure and SSIS. optimized stored procedures for performance and efficiency. I have also applied agile and DevOps methodologies to deliver high-quality products and services to clients and stakeholders. I am passionate about solving complex business problems with data and providing actionable insights to drive growth and innovation.