At IMAD Research, I streamlined data-validation workflows, reducing processing time by 20% while maintaining accuracy standards. I also automated routine data cleaning and created dashboards to track data-quality metrics.
At Mindforce Research, I validated and cleaned 10,000+ records monthly as a Data Quality Associate, maintaining 99.5% accuracy. Earlier, as a Primary Research Associate there, I conducted surveys, interviews, and focus groups, and analyzed research data for client projects.

