Sherman Ye is the Founder and CEO of NebulaGraph (vesoft Inc.), the company behind one of the world's most scalable open-source distributed graph databases. After engineering stints at Facebook and Ant Financial — where he worked directly on graph database infrastructure — Ye founded vesoft in 2018 to bring enterprise-grade graph database technology to a market hungry for connected-data insights. NebulaGraph can handle trillions of edges with millisecond latency, and counts Tencent, Meituan, and JD Digits among its users. Ye led the company through a $8M pre-A round in 2020 and a Series A in 2022 led by Jeneration Capital, while pioneering the GraphRAG concept that merges knowledge graphs with large language models.

Cedric Chin is a Malaysian-born operator, writer, and founder of Commoncog - a paid newsletter serving 9,000+ investors and operators weekly. He bootstrapped a restaurant point-of-sale system (EPOS) from zero to $4.5M ARR in two years before its acquisition by Ant Financial, doubled a SaaS company's ARR in 8 months through repositioning, founded NUS Hackers (Singapore's most influential university hacker club), and now writes long-form research on accelerating business expertise, tacit knowledge, and the mental models shared by experienced operators.