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gradient-boosting

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AMR-Insight is a research and education platform exploring whether patient and lab data can support explainable, evidence-grounded antibiotic-resistance prediction, a transparent, SHAP-interpretable alternative to black-box classification. A full-stack Django/Node/React application, security-hardened and deployed in production.

  • Updated Aug 18, 2026
  • JavaScript

Predicting turbofan engine Remaining Useful Life (RUL) from NASA C-MAPSS sensor data — comparing Linear Regression, Random Forest, Gradient Boosting, and LSTM, evaluated with RMSE and the NASA official asymmetric scoring function.

  • Updated Oct 10, 2026
  • JavaScript

Conversational + predictive crime intelligence on Zoho Catalyst: ask 1M+ FIRs in English or Kannada and see the query and rows behind every answer. All-India NCRB-calibrated corpus (640 districts), forecasting validated on 6.37M real incidents, and a trilingual WhatsApp channel for field officers.

  • Updated Jul 26, 2026
  • JavaScript

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