Khush GolaniContact

Selected work

Uncertainty-aware F1 pit strategy

A strategy agent that decides when to pit under racing uncertainty, with safety-car prediction and measurable validation.

Role
To be confirmed
Year
2026
Duration
To be confirmed
Team
To be confirmed
Stack
Python, Reinforcement learning

Context

Pit calls in Formula 1 are made with partial information: tyre wear is uncertain, and a safety car can change the value of a stop within a lap.

Contribution

To be confirmed This section will be written from verified facts before publication.

Approach

To be confirmed This section will be written from verified facts before publication.

Outcome

To be confirmed This section will be written from verified facts before publication.

Links

No public demo yet. No public repository.

Next project

Enterprise context engine

Read case study

Back to Khush Golani