Supply Chain Analyst

Incorporating Advertising Effects into Demand Forecasting Models
by Gijo Kochuparambil John
August 21, 2025
In supply chains, forecasting errors often lead to either stockouts that frustrate customers or bloated...
How to Forecast Demand for Perishable Goods with Short Shelf Life?
by Gijo Kochuparambil John
August 21, 2025
Forecasting demand for perishable goods with short shelf life is one of the toughest challenges...
How to Calculate Safety Stock When Both Demand and Lead Time Fluctuate?
by Gijo Kochuparambil John
August 20, 2025
In an ideal supply chain, demand is predictable, lead times are consistent, and inventory managers...
How Can Machine Learning Improve Supply Chain Resilience?
by Gijo Kochuparambil John
August 20, 2025
If the pandemic, port blockages, and climate disruptions taught us one thing, it’s that supply...
How Can I Compare ARIMA vs Prophet vs ML Models for SKU-Level Forecasting?
by Gijo Kochuparambil John
August 18, 2025
Struggling to decide whether ARIMA, Prophet, or Machine Learning (ML) is the right forecasting approach...