Thabani Manzini
@thabanimanzini
I clean, analyze, and visualize education data using SQL, Excel, Python, and Tableau.
South AfricaWhat I'm looking for
I've supported the Department of Basic Education in Pretoria as a System Administration Intern and Exam Assistant, cleaning, analyzing, and visualizing matric results from current and previous years using Excel.
I use MS Access and SQL to answer complex data questions that are less practical in Excel. I'm building further data science capability through Umuzi's Data Science Bootcamp, with a focus on Python, statistics, machine learning, and data analysis.
Experience
Work history, roles, and key accomplishments
Exam Assistant
Department of Basic Education
Nov 2024 - Present (1 year 9 months)
Used Excel to clean, analyze, and visualize matric results from current and previous years. Used MS Access and SQL to tackle complex questions that are easier to handle in SQL than Excel.
Education
Degrees, certifications, and relevant coursework
Umuzi
Bootcamp, Data Science
2024 - 2025
Completed a data science bootcamp with a focus on Python, statistics, machine learning, and other data science topics.
Availability
Location
South AfricaAuthorized to work in
Job categories
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