Sakhile Marcus Zungu

Data Scientist

https://talent.gravityer.com/sakhile-marcus-zungu

'Possibility is not the same as conceivability' - Possible Worlds, An Introduction to Logic and Its Philosophy

Durban, KwaZulu-Natal, South Africa

Key Strengths

Demonstrated interest in Data Science and Machine Learning through multiple personal projects.
Experience with Python and Jupyter Notebook, essential tools for Data Scientists.
Projects cover various ML aspects including predictive modeling, explainable AI (XAI), and corpus analysis.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects indicate a strong personal drive and interest in data science, which aligns with a culture of continuous learning and innovation. However, the projects are all personal, making it difficult to assess collaboration or team-oriented cultural fit. The diversity of projects (language identification, stock prediction, predictive maintenance) shows a broad interest within the data science domain.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.

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Projects

cuddly-winner

October 22, 2025 – October 22, 2025

End-to-end ML system predicting stock price movements with explainable AI. Compares linear, tree-based, and deep learning models with rigorous backtesting and SHAP interpretability.

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uhlumagama-web

September 2, 2025 – September 2, 2025

Uhlelo Lokuhlaziya Ikhophasi YesiZulu | IsiZulu Corpus Analysis Toolkit

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sawubonaCSS2025

January 29, 2025 – January 29, 2025

My first NITheCS CHPC CSS 2025 repo :)

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predictive-maintainance-xai

March 26, 2024 – May 7, 2024

Predictive Maintainance eXplainable Artificial Intelligence

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unsupervised-streamlit

February 13, 2024 – February 13, 2024

unsupervised-streamlit — GitHub repository

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merged_data

February 8, 2024 – February 8, 2024

Dummy repo for merged_data.csv

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edsa2307ft-sa-lang-id-clf-hackathon

December 11, 2023 – December 11, 2023

Explore Data Science Academy 2307FT South African Language Identification Hack 2023 submission.

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jlteam2-load-shortfall-regression-predict-api

November 15, 2023 – November 15, 2023

Flask API fork to deploy regression models online via AWS.

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KREATE-Machine-Learning-Workshop-Tutorial

December 15, 2021 – December 15, 2021

Machine Learning Workshop Tutorial

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Key Strengths

Demonstrated interest in Data Science and Machine Learning through multiple personal projects.
Experience with Python and Jupyter Notebook, essential tools for Data Scientists.
Projects cover various ML aspects including predictive modeling, explainable AI (XAI), and corpus analysis.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.

Sakhile Marcus Zungu

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit