👨💻 Data Analyst | MSc Applied Data Science Student | IT Manager
💡 Passionate about turning data into decisions using Python, SQL, Power BI, and AI.
- 🐍 Python, Pandas, NumPy, Matplotlib, Scikit-learn
- 🧮 SQL (MySQL, PostgreSQL)
- 📊 Power BI, Excel, Jupyter Notebooks
- ☁️ Azure, Git, GitHub, Streamlit
- 🤖 OpenAI/ChatGPT for data-driven automation
🔎 Python • Pandas • Scikit‑learn
Built a regression model to predict MovieLens ratings with EDA, feature engineering, and performance tuning (RMSE ≈ 0.80).
📊 Power BI • Trend Analysis • BRICS
Designed dashboards comparing South Africa’s digital competitiveness (1995–2023), highlighting infrastructure weaknesses and policy-driven strengths.
- 📊 Showcase real-world analytics and machine learning projects with business relevance.
- ☁️ Demonstrate secure and scalable data engineering practices on cloud platforms.
- 📈 Build interactive dashboards using Power BI and Python visualizations.
- 🤝 Collaborate and contribute to open-source data initiatives and tutorials.
“Data is the new oil, but insight is the new gold.”