Merge lists even with typos and inconsistent names. Tune the similarity threshold, use a transform table, and audit results before loading.

Ryan is a tech/science writer, skeptic, lover of all things electronic, and Android fan. In his spare time he reads golden-age sci-fi and sleeps, but rarely at the same time. His wife tolerates him as ...