We trained a two-model LLM framework from scratch to simulate somatic hypermutation, with the goal of predicting plausible, natural-like antibody mutations. We then mutated only the CDRs using LigandMPNN to apply antigen selection pressure to our design. This process was repeated to simulate germinal center antibody maturation.