SINISTER OS
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Selected work where workflow analysis, AI, and production development met real operating constraints across Qatar, UAE, and the US.

EPEOPLE — HEALTHCARE WORKFORCE ECOSYSTEM

  • Mapped how staffing, scheduling, payroll, and compliance work across real facilities.
  • Built the operating platform around those workflows, roles, and audit requirements.
  • Added AI-assisted insights for workforce planning and compliance risk.
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PLATFORMCOMPLIANCEAIWORKFORCE