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Evidence-based clinical diabetes risk assessment tool utilizing ensemble ML models with SHAP feature importance explainability, lifestyle interventions, and metabolic biomarkers.
Evidence-based clinical diabetes risk assessment tool utilizing ensemble ML models with SHAP feature importance explainability, lifestyle interventions, and metabolic biomarkers.
Gemini 2.5 & 1.5 Flash
Real-time conversational streaming and deterministic JSON structured outputs.
Zero Persistent Storage
Ephemeral user requests dispatched over TLS with strict zero-logging retention.
Vercel Edge Network
Global edge hosting with instant cold starts and worldwide multi-region routing.
github.com/abdulnabii/mini-projects/tree/main/day-04-diabetes-risk-predictor
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Evidence-based clinical diabetes risk assessment tool utilizing ensemble ML models with SHAP feature importance explainability, lifestyle interventions, and metabolic biomarkers.
SHAP (SHapley Additive exPlanations) shows exactly how much each individual biomarker increased or decreased your overall risk percentage.
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