Syed Muhammad Minhal
Data Engineer @RBC
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WORK HISTORY
Data Engineer @RBC
Toronto, ON, CA
Led the end-to-end data migration of Core Trade Finance and Capital Markets datasets from HSBC systems to RBC’s AWS-based data platform, ensuring regulatory compliance, data lineage, and governance throughout the migration lifecycle.•Conducted comprehensive data quality and validation checks post-migration using SQL and AWS Glue DataBrew, identifying and resolving discrepancies to ensure data accuracy and trustworthiness.•Designed and implemented scalable ETL pipelines using Matillion ETL and AWS Glue, transforming raw data into Amazon Redshift data warehouse models that support operational and analytical workloads.•Built and maintained real-time data integration pipelines leveraging AWS Lambda and Amazon Kinesis to process streaming trade data and synchronize updates between internal systems and third-party applications.•Collaborated with product, technology, compliance, and operations teams to define migration requirements, ensure data security, and maintain consistent integration with third-party financial systems.•Authored technical documentation and data architecture diagrams in Confluence, detailing ingestion flows, transformation logic, and governance models to support future scalability and audit readiness.•Developed interactive dashboards in Tableau and Amazon QuickSight, applying strong UX and visualization principles to deliver actionable insights for risk management and operational decision-making.•Contributed to the team’s Agile development cycles, writing clean, reusable SQL, Python, and ETL code, and participating in code reviews to uphold RBC’s data engineering standards and best practices.
EDUCATION
Project Management Institute
Project Management Professional (PMP), Project Management
York University
Bachelor of Arts (BA), Actuarial Science
The City School
Advanced Level, Business/Commerce, General
SKILLS
ABOUT SYED MUHAMMAD MINHAL
As a Data Engineer at RBC, I leverage my expertise in Python, data migration, project management and business analytics to drive efficiency and accuracy in data transfer and migration processes on RBC’s AWS-based data platform. With over 1.5 years of experience in this role, I have successfully led the migration of trade customers from HSBC Bank to RBC Bank, ensuring minimal disruption to services and maintaining data integrity throughout the process.I have also developed and implemented Python scripts to automate data transfer and migration processes, significantly reducing manual effort and increasing efficiency by 26%. Additionally, I have conducted thorough data validation and quality assurance checks post-migration, identifying and resolving discrepancies to ensure accurate customer records. My collaboration with IT, compliance, and operations teams has been instrumental in defining migration requirements, streamlining workflows, and ensuring adherence to regulatory standards. I am passionate about using data to solve complex problems and drive business growth.
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