Katlego Mathebula
@katlegomathebula
Data Scientist skilled in Machine Learning, Analytics, and Business Intelligence, transforming data into actionable business solutions.
What I'm looking for
I’m a Data Scientist with hands-on experience in machine learning, predictive analytics, and business intelligence. I specialize in transforming complex datasets into actionable business insights through predictive modeling, data analysis, dashboard development, and automation.
I’ve built end-to-end machine learning pipelines using Python, SQL, R, SAS, and Power BI, working across telecom, fintech, and customer analytics projects. My experience includes churn prediction, customer risk scoring, forecasting, segmentation, and KPI reporting using real-world datasets.
During my Data Science & Analytics Internship with Future Interns, I developed predictive analytics solutions and interactive dashboards to support data-driven decision-making. I also built advanced forecasting models during my Project-Based Work Integrated Learning experience, where my stacked LSTM model outperformed traditional SARIMA forecasting methods.
Across projects such as the Nedbank ML & Data Science Competition and my AWS PartyRock ChurnGuard AI application, I’ve focused on building scalable, business-oriented AI solutions with strong emphasis on feature engineering, model performance, and practical deployment.
I’m passionate about AI, analytics, and solving business problems with data, and I’m excited to contribute to innovative teams building impactful products.
Experience
Work history, roles, and key accomplishments
Data Science & Analytics Intern
Future Interns
Mar 2026 - Apr 2026 (1 month)
Built end-to-end data pipelines in Python, R, SAS, and Power BI, transforming telecom and e-commerce datasets into executive dashboards and automated reporting datasets. Developed churn prediction and customer risk scoring with feature engineering and K-Means segmentation, using SAS ETL to improve data quality on large (200+ columns, 8,000+ records) datasets.
Education
Degrees, certifications, and relevant coursework
Cape Peninsula University of Technology
Diploma in Mathematical Sciences, Applied Mathematics / Statistics
2023 - 2025
Diploma in Mathematical Sciences at Cape Peninsula University of Technology, covering applied mathematics, statistics, numerical methods, operations research, programming, and data management. Maintained strong academic performance across quantitative and analytical modules.
Availability
Location
Authorized to work in
Job categories
Skills
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