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Katlego MathebulaKM
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Katlego Mathebula

@katlegomathebula

Data Scientist skilled in Machine Learning, Analytics, and Business Intelligence, transforming data into actionable business solutions.

South Africa
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What I'm looking for

I’m eager to contribute to innovative solutions within a dynamic financial institution, building and deploying machine learning models and analytics that support decision-making—while continually learning and adapting in fast-evolving tech environments.

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

FI

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 logoCT

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.

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