Open to opportunities

Simphiwe Khumalo

@simphiwekhumalo

Message

I build Python machine learning projects that turn data into actionable insights.

Eswatini

Message

What I'm looking for

I'm seeking an internship or entry-level opportunity in data science, cybersecurity, software development, or IT where I can solve real-world problems, contribute to organizational success, and expand my professional knowledge.

I've built end-to-end Python data science projects, including Titanic survival prediction, credit card fraud detection, customer analysis, and IMDb movie-review sentiment analysis.

I clean and prepare datasets, conduct exploratory data analysis, engineer features, visualize trends, and evaluate classification models using metrics such as precision, recall, F1-score, and confusion matrices.

My cybersecurity training covers network security, Linux fundamentals, Windows security, threat analysis, VirtualBox, and basic ethical hacking concepts.

I'm eager to contribute to an entry-level or internship opportunity in data science, cybersecurity, software development, or information technology while continuing to grow my technical knowledge.

Experience

Work history, roles, and key accomplishments

Personal Data Science Projects

Self Employed

Designed and completed multiple end-to-end data science projects using Python, applying machine learning techniques to solve real-world business problems. Documented project methodology and results using professional reports and managed project versions using Git and GitHub.