Commonwealth Startup Fellowship targets entrepreneurs from LMIC Commonwealth countries. Eniola is a Nigerian independent researcher (pharmacology + computational neuroscience); the CCT model and the TOPOLOGIX ESM-2 drug-resistance pivot (AUROC 0.804) are her real technical evidence, but neither is a launched commercial platform, and the fellowship's entrepreneurship focus may not fit a pre-venture research profile well. Do not claim built IMPRINT/GATE platforms.