ait oufkkir chaimae
Python Developer | Data, Dashboards & Detection Algorithms
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Here's a model evaluation dashboard showing KPI cards (accuracy, precision, recall, F1), a performance-over-iterations chart, a class distribution chart, and a 3-model comparison with bar scores. Gradient boosting is highlighted as the best model.
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Here's a fully interactive dashboard example.
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Designed scalable data pipelines and engineered 50+ features from large-scale datasets. Every model is only as good as its data, so I built the foundation first.
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Built real-time interactive dashboards with Streamlit to monitor algorithm outputs and track KPIs on large-scale data, used daily by engineering and operations teams. #DataScience #Streamlit #Python #DataVisualization
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