Three months ago, Rodrigo Carvalho and Lukas Bouvrie were working 20-hour days to raise money and attract clients for Black Locus Inc., a 20-person Austin, Texas, startup that uses algorithms to help retailers sell their wares on the Web.

Now, the recent graduates of Carnegie Mellon University’s business school work for the world’s largest home-improvement retailer, Home Depot Inc.

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