About the project
What it is
This project uses historical Formula 1 data to study race performance from two angles. One part looks at pit-stop patterns and team differences. The other builds models that estimate finishing position and podium chances before a race starts.
I kept pre-race prediction separate from the pit-stop analysis so information from the race itself does not leak into the predictions. The work includes reusable data preparation and model pipelines.
