Banan serves as a Data Quality Assurance Officer at Mindset, where she ensures that all data collected, analyzed, and reported meets the highest standards of accuracy, reliability, and consistency. Her work spans the entire data lifecycle, with a focus on building systems that safeguard data quality and support evidence-based decision-making.
She contributes to the review and testing of digital data collection tools, ensuring that survey questions are clear, accurate, and easy to understand. Banan also trains data collectors on QA standards, monitors data collection in real time, and applies both manual and programmatic cleaning techniques using tools like Excel, STATA, SPSS, and Python.
In collaboration with analysts, she validates findings, supports the development of clear and accurate visualizations, and reviews final reports for quality. Banan also contributes to improving QA processes by documenting recurring issues and supporting the development of internal guidelines. Her role is essential to ensuring that all data-driven outputs are trustworthy and actionable.
