Developed and integrated the Forward Time of Flight (TOF) digitization feature within the eic/EICrecon repository, enabling conversion of energy deposition and timing data into ADC and TDC values for enhanced detector simulation. The implementation included charge sharing, pulse generation and combination, and discretization factories, all wired into the EICROC digitization path to generate digitized hit information. Leveraging C++ and the JANA Framework alongside dd4hep and edm4hep, this work improved data fidelity and timing accuracy. The feature strengthened the simulation-to-reconstruction pipeline, supporting downstream reconstruction and advancing the overall data digitization process for the Forward TOF detector.