Your question is Prevent Overfitting in ML Models. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
You have a model that fits the training set too well and does not generalize. The goal is to explain the practical ways to reduce overfitting and choose the right level of model complexity.