02Work

Four internships, and the things I built in them.

Investment research, an AI product, a securities data desk and a crypto risk team.

Experience

4 roles

Jun – Aug 2026
Shanghai

Investment & Business Analytics Intern

AgiBot

  • Analyzed 20+ companies across 5 markets on products, pricing and business models, and turned the findings into reports and comparison tables for investment screening and product-opportunity discussions.
  • Evaluated developers as potential humanoid-robot customers through research into open hardware platforms, developer forums and hands-on testing; identified high cost as an adoption barrier and recommended starter projects, docs and examples.
  • Combined marketing feedback and the CEO’s sales priorities into a phased partnership proposal with a Chinese electric-car brand: a joint campaign, car-robot demos and a proposed online-store listing.

Photos and the full story

Apr – Dec 2025
Boston

AI Agent Developer Intern

Taihill Venture

  • Launched the AgentBoostr MVP in 3–4 months with 2 engineers, building the database, scoring backend, dashboards and founder and investor portals; it grew to 500 registered users and 20+ founder-submitted projects.
  • Found that founders on private payment channels could not connect Stripe or GA4 data; co-designed onboarding guidance, manual data submission with backend verification, and scoring fixes to evaluate them.
  • Adapted Taihill’s evaluation framework into a five-dimensional scoring model, drawing on research into AI startups with Stripe revenue and Google Analytics user data, so investors had a structured basis for comparing projects.

Photos and the full story

Jun – Aug 2025
Shanghai

Data Analytics Intern

Guotai Haitong Securities

  • Built a Python ETL pipeline to clean, transform and standardize 3 years of historical market data for 4,000+ A-share stocks, producing one consistent research dataset for cross-stock comparison and quantitative analysis.
  • Maintained DolphinDB time-series tables and retrieval workflows feeding historical analysis and factor backtests.
  • Backtested quantitative factors on returns, factor performance and signal stability to assess candidate signals.

Jul – Sep 2024
Hong Kong

Risk Team Data Analytics Intern

Amber Group

  • Developed a multi-factor risk scoring model for 1,000+ digital assets, combining price volatility, trading volume, market capitalization and liquidity to rank assets by risk.
  • Built Python and SQL workflows to clean and validate crypto market data, fixing missing values and duplicates.

Projects

5 projects

Agentboostr

AgentBoostr

A scoring platform that gives investors a structured way to compare AI startups.

Launched · 500 usersTaihill Venture · 2025

Amber Group

A multi-factor risk model that ranks 1,000+ digital assets by risk.

Internship · Risk teamHong Kong · 2024

Guotai Haitong Securities

Three years of market data for 4,000+ A-share stocks, cleaned into one research dataset.

Internship · Data analyticsShanghai · 2025

Joydotz

Competitor and content analytics behind a skincare brand’s social calendar.

Team projectInstagram · Douyin · TikTok