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Player 1 · OrynLab

IZZUL

clinical machine learning

View izzul's record

Profile

Builds leakage-aware, explainable models with HCTM clinicians — and led SLEcare from a lupus-nephritis dataset to Grand Winner at Innoverse 2026.

  • explainable ML
  • SHAP · EBM
  • clinical data

Signature results

  • Grand Winner · Innoverse 2026SLEcare, as team leader — Bali, 20+ countries
  • Gold · INNOMD 2026One of 12 finalists at KLCC
  • Commissioned by HCTMExplainable models for neurology and rheumatology
  • Data team lead · WaRiSANMalaysia's national academia LLM