Pharma & Biotechdecision support application over predictive scoresproposed workflow; the repository explicitly lists dashboard and api deployment as next steps rather than completed functionality.

Clinical trial site performance analytics dashboard and API deployment

Turn the prediction model into a simple app or API so trial teams can check site risk scores and see what factors matter without opening notebooks.

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Executive Brief

Business Problem Solved

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Value Drivers

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Strategic Moat

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Technical Analysis

Model Strategy

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Data Strategy

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Implementation Complexity

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Scalability Bottleneck

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Market Signal

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Differentiation Factor

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Key Competitors

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