About
Business Analyst / Data Analyst with 4.5+ years of experience in requirement analysis, data migration, data governance, and analytics. Expertise in SQL (Oracle, MS SQL), Snowflake, STTM, and Data Quality frameworks. Strong ability to translate business requirements into technical solutions and ensure high-quality data across systems. Experienced in stakeholder management, UAT coordination, and delivering end-to-end data-driven projects.
Skills & Expertise (21)
Work Experience
Business Analyst / Data Analyst
Colt Technology Services
Jul 2022 - Dec 2024
Conducted requirement gathering sessions with business stakeholders to understand data migration and integration needs. Prepared BRD, FRD, user stories, and acceptance criteria aligned with Agile methodology. Performed gap analysis and documented as-is and to-be business processes. Translated business requirements into SQL queries and technical specifications using Oracle and MS SQL Server. Worked on large-scale customer data migration projects during acquisition integration. Defined and implemented Data Quality rules to ensure data accuracy, completeness, and consistency. Prepared Source-to-Target Mapping (STTM) documentation for multiple systems. Performed data profiling, validation, and reconciliation across different datasets. Coordinated UAT cycles, tracked defects, and ensured successful business sign-off. Collaborated with cross-functional teams including developers, QA, and business users to ensure smooth delivery.
Data Analyst
Johnson Controls International
Jan 2025 - Jan 2026
Worked with Snowflake database for enterprise reporting. Prepared and validated Source-to-Target Mapping (STTM) documentation for migration and integration. Performed data profiling, reconciliation, and validation to ensure data accuracy and consistency. Developed analytical datasets and reports to support business decision-making. Ensured compliance with enterprise data governance standards and best practices. Collaborated with stakeholders to understand reporting requirements and deliver insights. Identified data discrepancies and worked on resolving data quality issues. Supported data-driven decision making by providing accurate and timely reports.
Business Analyst / Data Analyst
Avery Dennison
Jan 2021 - Jun 2022
Engaged with stakeholders to gather and document functional and data requirements for label generation processes. Analyzed business workflows to identify data dependencies, transformation rules, and validation requirements. Translated business requirements into data-driven logic ensuring accurate and consistent output generation. Performed detailed data validation and quality checks to ensure correctness of generated datasets. Worked on data mapping and ensured correct flow of data between upstream and downstream systems. Identified process inefficiencies and recommended improvements to enhance automation and data accuracy. Collaborated with technical teams to implement and test data-driven solutions aligned with business needs. Supported ongoing enhancements by analyzing data issues, root causes, and business impact.
Education
Bachelor of Engineering – Information Science - Bapuji Institute of Engineering & Technology
- · Afghanistan
Certifications
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Skills (21)
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