Skip to content
All work

Machine Learning

MOPS Fuel Volatility Forecasting

A GARCH model forecasting volatility in MOPS fuel prices.

Business problem

Fuel price volatility directly affects cost planning, and understanding how volatile prices will be is as important as the price level itself.

Solution

  • Built a GARCH model to forecast volatility in MOPS fuel prices.

Measurable impact

GARCH

MOPS fuel volatility forecast

Technical implementation

  • GARCH volatility modelling in Python.
  • Python
  • GARCH
  • Time Series

Have a data problem that's taking too much time?

Whether it's a manual reporting process, disconnected data or an analytics bottleneck, I build systems that turn that complexity into something useful.