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Refilwe Felicity Choenyane

@refilwefelicitychoen

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I capture, clean, and verify high-volume data with sub-1% error rates and audit-ready records.

South Africa

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What I'm looking for

I'm looking for a data-focused role where I can maintain accurate, structured records, clean and verify high-volume datasets, and contribute to reliable data quality processes.

I've entered, verified, and cleaned high-volume national database records for the Department of Land Reform and Rural Development, maintaining a sub-1% error rate across more than 300 records.

I identify duplicates, missing information, and inconsistencies through systematic checks against source documents, helping achieve 100% consistency in high-priority datasets. I also standardise records to data governance standards and produce data-quality documentation.

Through municipal flood-risk research and laboratory administration at Cape Peninsula University of Technology, I've built strong Excel, records-management, confidentiality, and deadline-management skills. I take ownership of accurate, structured, audit-ready data.

Experience

Work history, roles, and key accomplishments

Student Laboratory Assistant

Cape Peninsula University of Technology

Jun 2023 - Nov 2025 (2 years 5 months)

Maintained organised, version-controlled files and records while independently managing multiple concurrent responsibilities and deadlines. Streamlined recurring administrative and record-keeping processes, reducing preparation time by 20%.

File Management Record keeping Administrative Support Process Improvement

GIS Intern - Data Entry, Verification & Quality Control

Department of Land Reform and Rural Development

Entered and updated over 300 records in national databases, cross-checking each entry against source documentation and maintaining a sub-1% error rate. Identified and corrected duplicate, missing, and inconsistent data, achieving 100% consistency across high-priority datasets.