Experience across multiple business lines at leading CEXs, including futures channel operations, listing / asset operations, Referral growth campaigns, daily exchange risk monitoring, and cross-functional execution. Participated in the listing, delisting, backend configuration, and lifecycle management of assets such as trending tokens, paid listings, pre-market projects, and ETFs. Also handled daily monitoring of peer exchange listings / delistings, deposit and withdrawal status, price anomalies, abnormal trading activity, project-side contract minting, multi-chain liquidity levels, and ETF order book abnormalities. Also experienced in futures channel development, agent / channel maintenance, campaign communication, Referral campaign design, and touchpoint optimization. Able to coordinate with wallet, quant, finance, marketing, product, CRM / user reach, customer support, and data teams to drive tasks forward. Long-term focus areas include on-chain trading, exchange operations, prediction markets, asset risk events, and product mechanisms. Also uses AI tools for information structuring, process optimization, and lightweight automation.