What a challenging, exhilarating it has been for women everywhere, starting from the women’s March on Washington to former Uber engineer Susan Fowler’s eye-opening and now famous blog post to the #metoo movement that has swept the country, washing dozens of sexual predators out of their powerful roles in the process.

All the while, women in tech have been driving their companies to new levels of success, including reaching difficult product milestones and, in many of the cases you’re about to read, raising meaningful follow-on funding.

That’s not always an easy task, as many will tell you. In , companies with at least one female founder raised 9 percent of all seed rounds, 4 percent of early-stage venture, and just 8 percent of late-stage venture rounds, according to Crunchbase.

Herewith, just 42 of the many women who defied the stats this year — and who are posed to kick more ass in .

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