Founder story
Quantitative risk management specialist with 15+ years on major capital programmes across the UK and GCC. Founder of IQRM and GCC Portfolio Risk Manager at Enppi, leading quantitative risk delivery on a multi-billion-dollar portfolio of oil and gas programmes.

Background
Rami built his practice inside live programmes, not classrooms: oil and gas, EPC/EPCM, and major infrastructure, where forecasts are challenged at sanction reviews and board meetings, not just in workshops. His work centres on one problem: most quantitative risk analysis is opinion dressed as probability, and it collapses the moment a serious reviewer asks how the numbers were derived.
That problem became the Risk Data Engine™, IQRM's methodology for building Monte Carlo inputs from real project data: productivity, procurement, progress, and performance records. It is the foundation of every IQRM training programme and consulting engagement.
He works daily with Safran Risk and Primavera Risk Analysis, trains tier-1 PMC consultancies, and speaks regularly at industry events in Riyadh and across the GCC.
Roles and credentials
- Founder and Managing Director, IQRM (Institute of Qualified Risk Managers)
- GCC Portfolio Risk Manager, Enppi
- Approved consultant, Saudi Aramco
- ADNOC approved consultant
- QRMCert; delivers CPD certified training
- Speaker at industry conferences across Riyadh and the GCC
Writing and frameworks
QSRA
The practitioner's process: schedule health, risk mapping, correlation, P50/P80/P90.
Confidence levels
P50 vs P80 vs P90: which to use for contingency, with S-curve examples.
Training or a programme engagement.
Join the QRM Professional Programme or bring IQRM into your programme for QSRA, QCRA, or Risk Data Engine deployment.
See the QRM ProgrammeIQRM Consulting
IQRM is a specialist institute for Quantitative Risk Management, delivering Quantitative Schedule Risk Analysis (QSRA), Quantitative Cost Risk Analysis (QCRA) and Monte Carlo simulation training and consulting to major capital projects across the United Kingdom, Saudi Arabia and the UAE.
QRM Training
Consulting
Knowledge Hub
QSRA on UK Major Projects
United Kingdom
QSRA & QCRA training and consulting for UK infrastructure, nuclear and energy programmes.
QSRA Training UK
rs@iqrm.net
United Arab Emirates
Rolex Tower, Sheikh Zayed Road, Dubai
+971 50 362 5784
QSRA Training UAE
Saudi Arabia
Riyadh delivery for giga-projects and Vision 2030 programmes.
QSRA Training Saudi Arabia
rs@iqrm.net
Policy Pages
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