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Experience

Where I’ve worked.
What I’ve worked on.

My experience spans equity research, education technology and open-source software. These are the responsibilities and projects behind the short version on my CV.

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01 / July 2026 onwardShanghai, China

Foresight Fund

Equity research intern

Company research, AI economics and the tools used to prepare investment research.

I conduct research on China’s consumer and restaurant sector, including an independently authored report on Yum China and work on industry valuation models.

I also support a research question about whether technology companies’ investment in AI can earn adequate returns. My work includes reports on model capabilities and white-collar automation, consumer AI monetisation, historical technology transitions and AI for science.

  • Designed and developed a multi-agent workflow linking company disclosures and document review to financial ledgers and Excel workpapers.
  • Worked on financial-statement cleaning and valuation research.
  • Organized evidence across AI capabilities, commercial adoption and economic outcomes.
Explore my research
02 / April 2026 onwardEducation technology

Outclass

Software architecture engineer

Engineering the agent systems behind teacher-facing tools.

My work covers rate limiting, authorization isolation, OCR pipelines and deterministic test fixtures in a shared production codebase.

Alongside engineering, I research education-AI products and translate that work into workflow and product recommendations.

  • Agent infrastructure and resource limits.
  • Document processing and reproducible testing.
  • Product research connected to engineering decisions.
Read the Outclass case study
03 / 2026Public collaboration

Hermes Agent · Nous Research

Open-source contributor

Submitted fixes and proposals for long-running agent behavior.

I contribute public pull requests addressing session-state isolation, message delivery, large tool-output compaction and context continuity. The proposals and their current status can be inspected on GitHub.

  • Trace concrete runtime failures through an existing codebase.
  • Explain the proposed behavior and tradeoffs for reviewers.
Read the Hermes case study
04 / February 2026London, UK

Morgan Stanley

Step-In, Step-Up insight programme

An introduction to how the main divisions of an investment bank work together.

Through workshops and rotations, I explored investment banking, equity research, sales and trading, and risk management. The programme provided context for the different questions each division asks and the ways their work connects.

05 / June–September 2024Nanjing, China

Donghe Venture Capital

Investment research intern

An early grounding in private-market research and valuation.

I researched biopharma and heavy-industry sectors, developed familiarity with private-market investment workflows, and supported three industry research reports and valuation analyses.

  • Sector and industry-chain research.
  • Support for valuation analysis and written research.

Have a project, research question or collaboration in mind?

peterhpywk@gmail.com