
Fahad Munaf
@fahadmunaf
Senior Demand Planner at GSK who improved forecast accuracy from ~70% to 84% across six markets.
What I'm looking for
At GSK, I lead demand planning and forecasting for six markets in the International East Region. I improved forecast accuracy from ~70% to 84% through root cause analysis, stakeholder collaboration, and continuous forecast refinement.
I build consensus demand plans and run scenario planning to help guide commercial and supply chain decisions. I also present forecast performance and recommendations in monthly and quarterly S&OP / IBP cycles.
Earlier at GSK, I played a key role in OMP implementation, including user acceptance testing and process validation. I also built a Power BI forecast waterfall dashboard and developed a Customer Complaint Analytics Portal using Power Apps and Power Automate.
Experience
Work history, roles, and key accomplishments
Lead demand planning and forecasting for six international markets, supporting monthly and quarterly S&OP/IBP cycles. Improved forecast accuracy from ~70% to 84% through root cause analysis and consensus planning.
Managed end-to-end demand planning for four international markets, building baseline forecasts from history, seasonality, and commercial inputs. Played a key role in OMP implementation through UAT, testing, and process validation.
Delivered demand and performance insights to EU and global stakeholders. Built a forecast waterfall dashboard in Power BI and developed a Customer Complaint Analytics Portal using Power Apps and Power Automate.
Operations Analyst
BTCM
Jun 2022 - Feb 2023 (8 months)
Analysed sales, inventory, and cash flow for 98 retail stores to support operational and commercial decisions. Built automated dashboards for real-time visibility and reduced stockouts by aligning ordering with demand patterns.
Education
Degrees, certifications, and relevant coursework
Beaconhouse College Campus PECHS
A Levels, Science
2016 - 2018
Completed A Levels in Science.
GSK
Sales and Operations Planning (S&OP), Sales and Operations Planning
Completed Sales and Operations Planning certification.
Institute of Business Administration
Planning and Forecasting, Planning and Forecasting
Completed Planning and Forecasting certification.
Institute of Business Administration
Bachelor of Business Administration, Supply Chain Management & Data Analytics
2018 - 2022
Bachelor of Business Administration with majors in Supply Chain Management and Data Analytics.
Availability
Location
Authorized to work in
Salary expectations
Social media
Job categories
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