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.
On this page+
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.
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.
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.
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.
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.