
Mpho Mpepeto
@mphompepeto
I turn operational, financial, and AI-training data into accurate, reproducible analytical workflows.
What I'm looking for
I've supported AI training at RWS by annotating, validating, and quality-checking datasets for NLP and computer vision workflows, identifying edge cases and inconsistencies that affect model accuracy. At JC Kidz Educare, I built Excel-based systems and an income-and-expenditure dashboard, automating monthly reconciliations and reporting to reduce manual work by 70% and improve accuracy by 90%.
My finance degree from UCT and machine-learning volatility-forecasting thesis ground my work in statistics, econometrics, financial analysis, and clear documentation. I enjoy turning business requirements into structured, repeatable data processes using Excel, SQL, Power BI, Tableau, Python, and R.
Experience
Work history, roles, and key accomplishments
Data Annotator (AI Training & Quality Assurance)
RWS
Sep 2025 - Apr 2026 (7 months)
Supported AI and machine learning model development by annotating, validating, and quality-checking training datasets. Identified edge cases and inconsistencies to improve model accuracy.
Education
Degrees, certifications, and relevant coursework
University of Cape Town
Bachelor of Business Science, Finance
Completed a Bachelor of Business Science in Finance, including a thesis on machine learning approaches to volatility forecasting.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Portfolio
datascienceportfol.io/mphompepetoSalary expectations
Job categories
Skills
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