Data Analyst | Personal/Academic Projects
Performed data preparation activities for analytical projects, including collecting, cleaning, and organizing datasets for downstream reporting and insight generation. Transformed raw records into structured forms suitable for analysis and visualization to support data-driven decisions. Focused on maintaining accuracy and traceability of the prepared datasets throughout the workflow. • Collected datasets for personal and academic business application projects. • Cleaned and validated data to ensure consistency and correctness. • Organized records to support reliable analysis and visualization. • Prepared datasets for interactive dashboards and reporting outputs.