Wordorigins.org

In today’s parlance, a nerd is an exceptional studious or technically proficient person, but the original sense was that of a boring or very conventional person. The earliest known use of the word dates to 1951, when it appears in the 8 October issue of Newsweek:

In Detroit, someone who once would be called a drip or a square is now, regrettably, a nerd.