Course Overview

The instructor distilled multiple investment theories into the course-exclusive stock-analysis-lite framework, then walks you through every design decision layer by layer. You leave not just knowing how to use the framework, but understanding how to architect an intelligent stock analysis system from the ground up.

讲师将多套投资方法论融合成课程专属框架 stock-analysis-lite,带你拆解它的每一层设计逻辑。学完你不只是会用这个框架,而是真正懂得如何从零搭建一套智能股票分析系统。


What will I learn?

  • Multiple investment theories synthesized into stock-analysis-lite: hot-sector selection, SEPA timing, BAIT scoring, and Moneyball risk/reward 多套方法论融合进 stock-analysis-lite:热门赛道选股、SEPA 入场择时、BAIT 基本面评分、Moneyball 赔率计算
  • Architecting a two-layer Skill: Python data layer + LLM analysis layer — and deconstructing every design decision 两层 Skill 架构:Python 数据层 + LLM 分析层——拆解每一层设计逻辑
  • Writing /ticker-scan from scratch — live in class 课上现场从零手写 /ticker-scan Skill
  • Building your own /market-daily Skill — take-home assignment 课后作业:自己动手搭建 /market-daily Skill

Austin Xu

硅谷AI 专家

Austin Xu is an engineering manager at a Fortune-500 company in San Jose, CA, with 20 years in software engineering. He started as a junior engineer and rose to senior engineering manager, leading the cloud platform that supports $74B+ in GMV. He holds a master's degree from Zhejiang University. Austin is the #1 Claude Code user inside his Fortune-500 organization, where he has shipped MCP and Agent workflows into production and doubled his PR throughput. On the side, he has independently built 10+ AI systems spanning personal finance, growth tracking, and sports data. Outside of work he is a USTA national champion, a tennis and pickleball team captain, and an active member of the North American Chinese community — the same immigrant path as many of his students, just a step earlier onto the AI track.Austin 是硅谷一家 500 强企业的工程经理,写了 20 年代码。他从 Startup 基层程序员做起,一路做到大厂资深工程经理,带领支撑 $74B+ GMV 的云平台团队,浙大硕士毕业。他是公司内部 Claude Code 的头号用户,把 MCP 和 Agent 真正落地到生产环境,个人 PR 产出翻倍;业余还自主开发了 10 多个 AI 系统,覆盖理财、成长追踪、运动数据等场景。生活里,他是 USTA 全国冠军、网球与匹克球队长,积极参与北美华人社区——和你一样的华人路径,只是早一步踩进了 AI 这条赛道。他想分享的不是理论,而是在真实生产环境里踩过坑、跑通了的东西:写了 20 年代码,现在用 AI 写得更快、更好。

$249.00