Senior Data Governance & Quality Analyst
building governance that regulators trust.
6+ years designing enterprise Collibra frameworks, SOX-compliant data ecosystems, and cross-system reconciliation pipelines across financial services, telecom, and insurance.
About Me
I’m a Senior Data Governance & Quality Analyst designing Collibra frameworks and SOX-compliant data ecosystems that regulators trust.
Data Governance and Data Quality professional with 6+ years designing enterprise Collibra frameworks, SOX-compliant data ecosystems, and cross-system reconciliation pipelines across financial services, telecom, and insurance. Deep expertise in Collibra DG, CDQ, Data Catalog, Business Glossary, Data Lineage, and star schema modeling. Microsoft Certified (PL-300, DP-900).
Master of Science, Computer Information Systems
Christian Brothers University • GPA: 3.88
Data Governance
Implementing Collibra Data Catalog, Business Glossary, Lineage, and Stewardship workflows across regulated data environments.
Data Quality
Authoring CDQ rules for completeness, accuracy, timeliness, and consistency — enforced inside Azure Data Factory and Databricks pipelines.
SOX & Reconciliation
Cross-system reconciliation across Snowflake, Oracle, SQL Server, and DB2 to deliver clean SOX 404 audits and trustworthy financial reporting.
Professional Experience
A track record of engineering data systems and delivering strategic insights across global enterprises.
Senior Data Governance / Data Quality Analyst
Startech Networks (Verizon Engagement) • Memphis, TN
- Collibra Implementation: Implemented Collibra Data Governance, Data Catalog, and CDQ framework across 300+ regulated data elements — business glossary, lineage mapping, data ownership, and stewardship workflows.
- Data Quality Rules: Defined and enforced DQ rules (completeness, accuracy, timeliness, consistency) integrated into Azure Data Factory and Databricks ingestion pipelines.
- Data Modeling: Designed star schema data models for Snowflake-based reporting marts using conceptual, logical, and physical design; applied Hackolade-aligned schema documentation for governance consistency.
- Reconciliation: Built SQL validation and reconciliation frameworks across Snowflake, SQL Server, Oracle, and DB2 to ensure cross-system data consistency.
- SOX Compliance: Delivered full Collibra rollout enabling a clean SOX audit with zero findings; created Power BI dashboards tracking DQ KPIs and governance metrics for data stewards and leadership.
Data Governance & Data Analyst
Tek Leaders (Deloitte Engagement) • Hyderabad, India (Remote to U.S. Client)
- Collibra Governance: Implemented Collibra-based metadata governance — business glossary, lineage, and stewardship workflows — for 280+ financial data elements.
- ETL Reconciliation: Investigated large-scale data mismatches across 2.4M+ records by reconciling Oracle, SQL Server, and DB2, identifying ETL transformation defects impacting financial P&L reporting.
- STTM & Lineage: Built SQL and Python-based validation frameworks; documented source-to-target mappings (STTM) for regulatory use cases — closed 3 regulatory requests with zero analyst involvement.
- BI Delivery: Built 12 Tableau and Power BI dashboards compressing the monthly reporting cycle from three days to same-day delivery; led Oracle Discoverer to Tableau migration.
SQL Developer / Data Analyst
Qualcomm • Hyderabad, India
- SQL Optimization: Designed database objects (tables, views, indexes, stored procedures) and optimized SQL queries using execution plans and indexing strategies, improving report performance by up to 40%.
- SSRS Reporting: Developed SSRS reports and supported SSAS-based analytical reporting for finance and operations teams serving 500+ employees.
- Data Migration: Conducted data validation and reconciliation during system migration to AWS EC2, proving zero data loss using before-and-after SQL validation queries across every migrated table.
Education
Christian Brothers University
Master of Science, Computer Information Systems (GPA: 3.88)
Jawaharlal Nehru Technological University
Bachelor of Technology, Computer Science and Engineering (GPA: 3.60)
Key Achievements.
Measurable impact delivered through data engineering and analytics.
Delivered SOX audit with zero findings by implementing Collibra DG/CDQ governance across 300+ regulated data elements.
Reconciled 2.4M+ records across Oracle, DB2, and SQL Server, identifying critical ETL defects impacting financial P&L.
Compressed monthly reporting cycles by 300% (3 days to same-day) via Tableau and Power BI automation.
Improved SQL query performance by 40% through execution plan analysis and indexing at Qualcomm.
Proved zero data loss across every table in a full financial system migration to AWS EC2.
Microsoft Certified: Power BI Data Analyst Associate (PL-300) & Azure Data Fundamentals (DP-900).
Technical Arsenal
A highly specialized toolkit engineered for scalable analytics, complex data modeling, and executive BI.
Data Governance & Quality
SQL & Databases
Azure Data Platform
BI & Reporting
Programming & Automation
Data Modeling & Tools
Professional Certifications
Industry-recognized validations of expertise in data analytics, cloud architecture, and business intelligence.
Microsoft Certified: Power BI Data Analyst Associate (PL-300)
Microsoft Certified: Azure Data Fundamentals (DP-900)
IBM Data Analyst Professional Certificate
Selected Case Studies
End-to-end architectures demonstrating business ROI through data.
Enterprise Credit Risk & Portfolio Health Intelligence
Architected a risk detection engine processing 3M+ Snowflake transactions and 2.4M+ legacy records, correcting P&L misclassifications and surfacing hidden at-risk financial exposure.
Student Retention Intelligence Engine
Deployed a churn prediction microservice (Docker + Scikit-Learn) with 89% accuracy for an educational institution, contributing to $2M+ in retained tuition revenue.
Marketing Funnel & ROI Optimization Engine
Engineered an ROI engine tracking customers from Impression to Repeat Visit, identifying a 12% ROI lift and $400K annual revenue opportunity through data-driven budget reallocation.
Ready to collaborate?
Unlock the potential of your data. Let's discuss how I can help your team.
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