YGYihong ‘Stahl’ Guo郭义泓(Stahl)

01 / PROFILE01 / 个人简介

Strategy, research, and accountable AI workflows.战略、研究与可问责的 AI 工作流。

I work where corporate strategy, investor communications, and accountable AI meet—turning complex information into work that can be traced, reviewed, and improved.我的工作横跨企业战略、投资者沟通与可问责 AI,致力于将复杂信息转化为可追溯、可复核、可持续改进的成果。

  • Strategy & IR战略与投资者沟通
  • UCSB PhysicsUCSB 物理
  • Melbourne Finance墨尔本大学金融
Professional portrait of Yihong ‘Stahl’ Guo
Yihong ‘Stahl’ Guo · 2026郭义泓(Stahl)· 2026

02 / ABOUT02 / 关于

Good decisions need more than a polished answer.好的决策,需要的不只是一个漂亮答案。

I am a strategy practitioner and independent builder trained in physics and finance. My work spans corporate strategy, investor communications, industry and policy research, and structured AI workflows.我拥有物理与金融背景,目前从事企业战略、投资者沟通、行业与政策研究,同时独立探索结构化 AI 工作流。

I am interested in the systems behind good judgment: rigorous evidence, clear responsibility, and repeatable process.我关注的不只是结论本身,也关注好判断背后的系统:严谨的证据、清晰的责任边界,以及可重复的流程。

03 / SELECTED WORK03 / 精选项目

Building systems that keep evidence and responsibility visible.让证据与责任在工作流中保持可见。

BL / 01

OPEN-SOURCE PROJECT开源项目

BriefLoop

An open-source workflow for accountable AI briefs. BriefLoop organizes recurring research around claim ledgers, source traceability, quality gates, audit trails, and explicit human approval—so a brief can be reviewed as a process, not only read as prose.一套面向可问责 AI 简报的开源工作流。BriefLoop 通过主张台账、来源追溯、质量门禁、审计轨迹与明确的人工审批组织周期性研究,让简报不仅可以阅读,也可以作为完整过程被检查和复核。

CLAIM LEDGERVISIBLE
QUALITY GATESCHECKED
HUMAN APPROVALREQUIRED

Experience工作经历

2026—Present2026—至今

TOYO Co., Ltd.

Management Trainee · Strategy & Investor Communications总裁办管培生 · 战略与投资者沟通

Corporate strategy, investor communications, and market and policy research for a global solar manufacturer.参与全球光伏制造企业的战略、投资者沟通,以及市场与政策研究。

2023—2025

Technology · Industrials · Energy科技 · 工业 · 能源

Investment Research投资研究

Industry research, company analysis, valuation support, and pre-investment diligence across advanced manufacturing, technology, consumer, healthcare, and energy sectors.曾参与先进制造、科技、消费、医疗与能源等领域的行业研究、公司分析、估值支持与投前尽调。

04 / BACKGROUND04 / 背景

From physics to finance, strategy, and research.从物理到金融、战略与研究。

Education教育

  1. 2025
    University of Melbourne墨尔本大学

    Master of Management (Finance)管理学硕士(金融方向)

  2. 2022
    University of California, Santa Barbara加州大学圣塔芭芭拉分校

    Bachelor’s degree in Physics物理学学士

  3. 2019
    International Christian University国际基督教大学

    UCEAP Japanese Language ProgramUCEAP 日语教育项目

Languages语言

  • 01Mandarin · Native中文 · 母语
  • 02English · Fluent英语 · 流利
  • 03Japanese · JLPT N2日语 · JLPT N2

05 / SELECTED FRAMES05 / 精选影像

PHOTOGRAPHY · COSPLAY摄影 · COSPLAY

Photography & Cosplay摄影与 Cosplay

Outside work, I use photography and cosplay to explore light, character, and place. This selection brings together astrophotography, portraiture, and collaborative character work.工作之外,我通过摄影与角色扮演探索光线、人物与地点。以下精选涵盖星空、人像与角色合作创作。

06 / CONTACT06 / 联系

Let’s connect.保持联系。

For BriefLoop, research, and collaboration:如需就 BriefLoop、研究或合作联系: