Yes, you could use 'who' in this sentence. In a defining relative clause, you can use either 'that' or 'who' to refer to a person.
In a non-defining clause, you can only use 'who' for a person. For example, "The mayor of Pocatello, who knew him well, was very helpful to me." You cannot use 'that' in this construction.