Thandekile Moyo

Key Skills

Software

Labelbox

Top Subject Matter

No subject matter listed

Top Data Types

Text

Top Label Types

Question Answering

Text Summarization

Geocoding

Land Cover Classification

Freelancer Overview

I have extensive experience managing structured and unstructured data through large scale field collection, validation, cleaning, and analysis for development and environmental programs. I have designed survey tools and captured high volume household, environmental, and socio-economic datasets using platforms like ODK and KoboCollect, ensuring accuracy through rigorous field level quality checks. My work with GIS mapping, vulnerability assessments, and KPI tracking required precise dataset classification, annotation, and verification for evidence-based decision-making. Collaborating with MEAL teams, I have used SPSS, GIS software, and Tableau to clean, validate, and interpret data, translating it into actionable insights. This experience honed my ability to follow detailed protocols, identify anomalies, apply labelling standards consistently, and handle complex taxonomies skills directly applicable to AI training data preparation. Combined with a background in research, mathematics instruction, and project management, I am confident I can carry out AI data labelling, annotation, and model training support roles.

Labeling Experience

Data Annotation and Labelling for Agricultural and Environmental Datasets

LabelboxTextQuestion AnsweringText Summarization

Project involved categorizing text entries into topics such as crop type, soil condition, and irrigation status. We also annotated images to label crops, water sources, and areas affected by erosion or pests. Verification of and cross checking labeled data to ensure consistency and accuracy across thousands of entries.

Project involved categorizing text entries into topics such as crop type, soil condition, and irrigation status. We also annotated images to label crops, water sources, and areas affected by erosion or pests. Verification of and cross checking labeled data to ensure consistency and accuracy across thousands of entries.

2025 - 2025

Education

Work History