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Presentation
• Machine Learning/Data Analysis: Scikit-learn, XGBoost, Pandas, NumPy, Statsmodels, Transformers
• MLOps & DevOps: Docker, GitHub Actions, FastAPI, REST APIs, CI/CD, Pytest
• Programming & Databases: Python (Expert), SQL, Bash, PostgreSQL
• Languages: English (C2 - Fluent), Kiswahili (Native), German (B1 - Intermediate)
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