Marshall is a research analyst at 1kx, where he focuses on research, due diligence, and thesis building around infrastructure projects. Previous to 1kx, Marshall was the lead data engineer at JPG building cultural infrastructure technology for NFTs as well as, briefly, a full-time experimental musician. In the rare event Marshall is not deep diving down infra rabbit holes and reading docs, you might find him twisting knobs on one of his synthesizers, building his chess rating, or exploring New York City in search of "entropy, I guess".