Karmic Labs delivers the future of expense man- agement with a platform for employers, banks, and retailers to manage debit card and fund distribution amongst their customers and mem- bers. At a time of momentous growth for Karmic, their ability to build a strong, scalable data in- frastructure became increasingly critical. Echo- ing what Airbnb refers to as “Data Democratiza- tion,” Karmic’s Data Science Product Manager, Yang Wang, explains that, “the more accessible data is, the faster we can iterate, and the further we can get in the game.” Yang joined Karmic when that data infrastructure was largely nonexistent, but it soon became one of this team’s highest priorities to fill that gap. “The second you build a software, you want to know what works and what doesn’t. We desper-

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