In summary, we have designed a simulation framework that can help in the advancement of single AA detection or protein sequencing using ISFETs as a cost-effective and efficient alternative. The proposed approach allows the benchmarking of the amino acid or polypeptide fingerprints irrespective of the drift and noise generated within the system-under-test.