Data-focused Business Analyst with 7+ years of experience supporting full SDLC delivery in data-intensive environments. Skilled in SQL-based data validation, requirements refinement, and QA testing within data warehouse ecosystems. Experienced in translating business needs into testable requirements and data logic, with exposure to API-driven architectures and modern data pipelines.
Overview
8
8
years of professional experience
Work History
Business Analyst
School District of Philadelphia
Philadelphia, PA, USA
01.2024 - Current
Collaborate with stakeholders and technical teams to refine business requirements into detailed, testable user stories, acceptance criteria, and validation logic supporting enterprise reporting systems
Translate complex regulatory and reporting needs into data warehouse specifications, mappings, and transformation logic for PIMS and internal analytics
Write and execute SQL queries (Oracle) to validate large-scale datasets, investigate discrepancies, and support data quality across warehouse tables
Analyze data across multiple systems to identify anomalies, inconsistencies, and patterns impacting reporting accuracy and business workflows
Partner with data engineering teams to validate data pipelines, troubleshoot integration issues, and ensure data integrity across fact and dimension models
Develop and execute test cases, UAT scenarios, and regression testing aligned with business requirements and system integrations
Perform data reconciliation between source systems and warehouse outputs, identifying root causes and resolving data quality issues
Document data mappings, lineage, business rules, and validation logic to support transparency and traceability across systems
Support implementation of new reporting processes by gathering requirements, mapping data flows, and validating outputs across integrated systems
Communicate technical findings and data insights clearly to both business stakeholders and engineering teams
Business Analyst
YPrime
Wayne, PA, USA
11.2020 - 09.2023
Gathered and refined business and functional requirements, translating them into user stories, acceptance criteria, and technical documentation for software development
Supported API upgrade initiatives, documenting data interactions and ensuring alignment between system integrations and business requirements
Collaborated with cross-functional teams to support full SDLC delivery, including requirements, testing, and validation
Developed and executed test cases and validation scenarios, ensuring system functionality aligned with business rules and expected outcomes
Led defect triage efforts, analyzing system issues and coordinating resolution across development and QA teams to support timely releases
Facilitated Agile ceremonies (sprint planning, grooming, retrospectives) to ensure alignment and delivery across multiple development pods
Conducted stakeholder workshops to elicit requirements, map workflows, and align product enhancements with business objectives
Produced dashboards and reporting insights to support decision-making and performance tracking
Business Analyst
Verista
Wayne, PA, USA
08.2018 - 03.2020
Translated client business processes into functional specifications, traceability matrices, and validation documentation for regulated systems
Developed and executed test scripts, validation protocols (IQ/OQ/PQ), and test cases to ensure system accuracy, data integrity, and compliance
Partnered with clients to gather and document business and technical requirements for system implementations
Identified risks and process gaps, recommending improvements to validation and documentation practices
Collaborated with QA, validation, and engineering teams to support testing, issue resolution, and audit readiness
Ensured alignment between system behavior, data outputs, and regulatory requirements
Analyzed regulated system workflows to identify compliance risks and process inefficiencies, recommending standardized validation and documentation improvements across projects.
Translated client business processes into functional specifications and traceability matrices to support system implementation and validation activities.
Partnered with pharmaceutical and life sciences clients to gather, analyze, and document business and technical requirements for validated systems.
Developed detailed test scripts and test cases for manual testing of GMP/GLP-regulated systems, ensuring accuracy, traceability, and compliance.
Conducted informal and formal testing phases (IQ, OQ, PQ) to verify system functionality and data integrity in alignment with client specifications.
Applied critical and creative thinking to identify defects, assess risks, and confirm that systems operated as intended under diverse user scenarios.
Collaborated with cross-functional teams—including QA, Validation, and Engineering—to document test evidence, deviations, and validation summaries.
Supported continuous improvement of validation and documentation processes, contributing to audit readiness and regulatory compliance.
Education
Master Certificate - Data Science
Eastern University
Wayne, PA
12.2025
Bachelor of Arts - Africology and African American Studies
Temple University
Philadelphia, PA
05.2018
Skills
SQL
Python
Numpy
Pandas
Matplotlib
R
Data Analysis
Requirements Gathering
User Acceptance Testing
Team Collaboration
Technical Writing
Microsoft Office Suite
Power BI
Tableau
Visio
Microsoft SQL Server
Oracle SQL Developer
Postgres SQL
Jira
Confluence
Visual Studio Code
Azure DevOps
Timeline
Business Analyst
School District of Philadelphia
01.2024 - Current
Business Analyst
YPrime
11.2020 - 09.2023
Business Analyst
Verista
08.2018 - 03.2020
Bachelor of Arts - Africology and African American Studies