Marshall is a research analyst at 1kx, where he focuses on research, due diligence, and thesis building around blockchain infrastructure projects. Previous to 1kx, Marshall was the lead data engineer at JPG building data infrastructure for NFTs as well as, briefly, a full-time experimental musician. Current focus areas include rollup interoperability, dapp infrastructure, and MEV.