Emayathilagam Suriamurthy

Results-driven Data and Risk Management professional with over 4.8 years of experience in data pipelines, ETL, analytics, and risk operations. Skilled in designing and optimizing Snowflake and MySQL-based workflows, creating Amazon QuickSight dashboards, and executing complex SQL queries for operational insights. Adept at collaborating with cross-functional teams, resolving escalations, and delivering actionable insights to improve fraud detection, data integrity, and business decision-making.

Publisher Risk Analytics & Data Pipeline | Snowflake, AWS S3, SQL, Snowpipe, Tasks

• Integrated AWS S3 with Snowflake using external stages and automated Snowpipe for seamless, continuous ingestion of publishing data.
• Built SQL-based ELT pipelines to transform raw data into analytics-ready models for fraud detection and publisher risk scoring.
• Optimized complex SQL queries (joins, CTEs, window functions) to improve reporting performance by 40%.
• Designed Snowflake tasks for event-driven orchestration, ensuring timely availability of risk monitoring data.
• Supported downstream BI dashboards by delivering accurate and timely datasets for risk assessment and compliance reporting.

Account Resource Management (ARM) Tool | SQL, Risk Analysis, Compliance

• Utilized the ARM tool to monitor and validate publisher account status (active, suspended, terminated) and corresponding violation reasons.
• Performed SQL-based data validation to ensure accuracy of account records, suspension timelines, and termination history.
• Executed functional and regression testing on account workflows to confirm proper handling of suspension, reactivation, and compliance rules.
• Conducted negative testing and edge case analysis to identify gaps in publisher account risk evaluation.
• Supported risk management investigations by extracting and analyzing publisher data from ARM, enabling informed decisions on account actions.
• Ensured compliance with SOX 404 and ITGC controls by validating account data integrity and documenting test results.

Publishing Tools Quality Assurance & Data Validation | Manual Testing, SQL, CAPA, KDPOW

• Conducted functional, regression, and integration testing on internal publishing tools to validate customer information, book metadata, royalty records, and publishing workflows.
• Performed backend database validation using SQL to ensure consistency and integrity of royalty transactions and publisher details.
• Documented defects, edge cases, and system gaps, collaborating with developers to improve tool reliability and reduce publishing errors.
• Executed test scenarios, boundary value analysis, and negative testing to identify vulnerabilities in publisher account workflows (suspension, termination, reactivation).
• Enhanced overall risk controls by ensuring compliance with SOX 404 and ITGC requirements during QA processes.

• Insight Innovator – 2023
• Top Performer – 2022
• Benchmark Setter – 2019
• Collaboration Champion – 2024
• Successfully contributed to multiple product launches(Falkor,ARM,CAPA)