There is an optimizer in ClearML already.
Here is an example:
https://github.com/allegroai/clearml/tree/master/examples/optimization/hyper-parameter-optimization
and some docs 🙂
https://clear.ml/docs/latest/docs/references/sdk/hpo_optimization_hyperparameteroptimizer