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Sibusisiwe Sibanda

Sibusisiwe Sibanda

Site Coordinator – CATALYST & CARES Studies | Pangaea Zimbabwe

Zimbabwe flagHarare, Zimbabwe
$10.00/hrExpertClickworkerAppenArgilla

Key Skills

Software

ClickworkerClickworker
AppenAppen
ArgillaArgilla

Top Subject Matter

Health Survey Data
Qualitative Health Research
COVID-19 Qualitative Research

Top Data Types

TextText
ImageImage
Medical DicomMedical Dicom

Top Task Types

ClassificationClassification
PolygonPolygon
SegmentationSegmentation
Text GenerationText Generation
TranscriptionTranscription

Freelancer Overview

Site Coordinator – CATALYST & CARES Studies | Pangaea Zimbabwe. Brings 11+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Excel and NVivo. Education includes Bachelor of Science with Honours, University of Zimbabwe and Executive Certificate, University of Zimbabwe. AI-training focus includes data types such as Text and labeling workflows including Classification.

ExpertEnglishShona

Labeling Experience

Site Coordinator – CATALYST & CARES Studies | Pangaea Zimbabwe

TextClassification
Led the design of labeling protocols and codebooks for both qualitative and quantitative data within large health studies. Conducted thorough review and labeling of over 1,500 survey entries and 200 transcripts to ensure consistency and compliance with annotation standards. Trained and managed a team of 12 staff on structured data entry and implemented protocols that significantly reduced labeling errors. • Developed qualitative and quantitative labeling protocols • Labeled and QA-checked survey and transcript data • Delivered structured data entry and error reduction training • Implemented ongoing audit and calibration procedures

Led the design of labeling protocols and codebooks for both qualitative and quantitative data within large health studies. Conducted thorough review and labeling of over 1,500 survey entries and 200 transcripts to ensure consistency and compliance with annotation standards. Trained and managed a team of 12 staff on structured data entry and implemented protocols that significantly reduced labeling errors. • Developed qualitative and quantitative labeling protocols • Labeled and QA-checked survey and transcript data • Delivered structured data entry and error reduction training • Implemented ongoing audit and calibration procedures

2023 - 2025

Qualitative Research Assistant – RESTORE Study | BRTI, Zimbabwe

TextClassification
Handled labeling and coding of over 150 pages of qualitative text using NVivo for thematic analysis. Developed detailed labeling guides and facilitated consensus sessions to align coding among project members. Ensured rigorous application of thematic tags and maintained high standards of annotation quality throughout the study. • Labeled qualitative documents with thematic tags • Created project-specific labeling guidelines • Led consensus coding and quality review • Used NVivo for structured qualitative analysis

Handled labeling and coding of over 150 pages of qualitative text using NVivo for thematic analysis. Developed detailed labeling guides and facilitated consensus sessions to align coding among project members. Ensured rigorous application of thematic tags and maintained high standards of annotation quality throughout the study. • Labeled qualitative documents with thematic tags • Created project-specific labeling guidelines • Led consensus coding and quality review • Used NVivo for structured qualitative analysis

2023 - 2023

Qualitative Research Assistant – COVID-19 Study | OPHID / BRTI

TextClassification
Annotated household health cases, key informant interviews, and focus group discussions with meticulous attention to PII redaction. Built and managed Excel-based labeling trackers to facilitate traceability and consistency in annotation. Ensured all coded data adhered to study protocols and ethical standards for data privacy. • Labeled and anonymized qualitative interview data • Managed data annotation using Excel trackers • Applied strict protocols for PII redaction • Supported audit trails and record-keeping

Annotated household health cases, key informant interviews, and focus group discussions with meticulous attention to PII redaction. Built and managed Excel-based labeling trackers to facilitate traceability and consistency in annotation. Ensured all coded data adhered to study protocols and ethical standards for data privacy. • Labeled and anonymized qualitative interview data • Managed data annotation using Excel trackers • Applied strict protocols for PII redaction • Supported audit trails and record-keeping

2021 - 2021

Field Coordinator – ZIMPHIA 2020 | ICAP at Columbia University

TextClassification
Supervised six data entry teams in labeling real-time health survey data using standardized procedures. Conducted daily quality audits and ensured data labeling protocols were rigorously followed to maintain high data quality. Managed ongoing training for 42 staff on survey data labeling, with the team ranked best nationally for data quality. • Oversaw real-time health survey annotation • Performed quality audits of labeling processes • Maintained and enforced survey labeling guidelines • Supervised training and performance of data entry teams

Supervised six data entry teams in labeling real-time health survey data using standardized procedures. Conducted daily quality audits and ensured data labeling protocols were rigorously followed to maintain high data quality. Managed ongoing training for 42 staff on survey data labeling, with the team ranked best nationally for data quality. • Oversaw real-time health survey annotation • Performed quality audits of labeling processes • Maintained and enforced survey labeling guidelines • Supervised training and performance of data entry teams

2019 - 2020

Consultancy Roles – Qualitative & Survey Data Labeling

TextClassification
Designed labeling templates, cleaned and annotated survey data, and coordinated multi-source qualitative data labeling as part of consultancy roles. Developed custom annotation workflows to fulfill diverse client needs in the public health and social research sectors. Enabled consistency in multi-source qualitative and quantitative data labeling through detailed schema design and quality procedures. • Created custom annotation templates and workflows • Labeled and cleaned large-scale survey data sets • Managed coordination for distributed labeling teams • Implemented shared quality assurance procedures

Designed labeling templates, cleaned and annotated survey data, and coordinated multi-source qualitative data labeling as part of consultancy roles. Developed custom annotation workflows to fulfill diverse client needs in the public health and social research sectors. Enabled consistency in multi-source qualitative and quantitative data labeling through detailed schema design and quality procedures. • Created custom annotation templates and workflows • Labeled and cleaned large-scale survey data sets • Managed coordination for distributed labeling teams • Implemented shared quality assurance procedures

2015 - 2019

Education

U

University of Zimbabwe

Executive Certificate, Monitoring and Evaluation

Executive Certificate
Not specified
U

University of Zimbabwe

Bachelor of Science with Honours, Sociology

Bachelor of Science with Honours
Not specified

Work History

P

Pangaea Zimbabwe

Site Coordinator – CATALYST & CARES Studies

Location not specified
2023 - 2025
B

BRTI, Zimbabwe

Qualitative Research Assistant – RESTORE Study

Location not specified
2023 - 2023