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Ntombizodwa Mnisi

@ntombizodwamnisi

Business analysis and data projects with Python and SQL, including an air-quality dashboard and egg production reporting system.

South Africa

Message

What I'm looking for

I’m seeking a learnership that provides structured training and practical workplace exposure to develop my BusinessAnalysis skills while building on my knowledge of data analysis, technology, problem solving and information management.

I developed SecundaAir Watch, an air-quality monitoring dashboard using Python and Streamlit. I connected an external API, stored records in SQLite, and added data tables and CSV export.

For the Smart Egg Production System, I created a Python application to record and analyse production data. It calculates production rates, revenue, feed costs, profit and feed efficiency, with dashboard-style reports and Excel exports.

I also analysed Lending Club loan data using Python, Pandas and Scikit-learn, comparing classification models and applying techniques to address class imbalance. I’m eager to build my BusinessAnalysis skills through structured training and practical workplace experience.

Experience

Work history, roles, and key accomplishments

General Worker

Poultry Farm

May 2025 - Jan 2026 (8 months)

Performed daily operational duties in a structured production environment, maintaining accuracy and following health, safety, and operational procedures. Worked effectively as part of a team and developed strong attention to detail, reliability, and time-management skills.

Attention To Detail Time Management Teamwork Operational Procedures Health and Safety

Education

Degrees, certifications, and relevant coursework

CHIETA

National Certificate: Electromechanical, Electromechanical Engineering

Grade: NQF Level 4

National Certificate in Electromechanical at NQF Level 4, covering N3 Engineering subjects including Mathematics, Engineering Science, Electro-technology, and Mechanotechnology.