All challenges
Sponsored final-year projectTransport & logisticsNDA required
Forecasting Ramadan volumes
Sahel Logistique· Verified organisation
Anticipate order peaks to size fleet and warehouses.
The problem
Seasonal peaks overload our warehouses; planning is based on raw historical data.
Expected impact
Delivery delays and costly overtime for 5 weeks a year.
Expected results
Weekly forecasting model by wilaya and by product category.
Success criteria
Average error below 12% on the past two years of historical data.
Trades needed
Artificial intelligence
- Machine learning
Data
- Data analysis
- Data science & statistics
Skills sought
- Data Science
- Prévision
- Python