Machine LearningForecastingApplied AI

Flight delay prediction system

Built a predictive ML engine to classify delayed flights and estimate delay duration, with preprocessing and model selection focused on operational reliability.

2021-01-011 min read

Overview

Forecast delays and delay duration to enable proactive operational decisions.

System design

  • Data cleaning and feature preparation
  • Delay classification and duration forecasting
  • Model comparison and selection for robust performance

Results

Designed to help reduce disruption and improve user-facing travel reliability.