在金融行业沉淀 10 年后，我把目光投向 AI。我相信：金融的场景真实、数据严谨、合规边界清晰，正是 AI 落地最能产生 ROI 的土壤。我做的事情，是把 LLM/Agent 从概念推进到资管运营的真实流程里——从对账自动化到投研终端，让 AI 真正跑在业务现场。

After 10 years in finance, I turned to AI. I believe finance — with its real scenarios, rigorous data, and clear compliance boundaries — is exactly the soil where AI delivers the highest ROI. What I do is push LLMs and Agents from concept into real asset-management workflows: from reconciliation automation to investment-research terminals, making AI actually run on the business frontline.