Russell Lee

I build the systems that produce the numbers.

Senior Financial Engineer. I own billing infrastructure, revenue recognition, accounts receivable and accounting automation across four entities, one of them a regulated broker-dealer. The short version is that I am an accountant who builds the pipelines rather than filing tickets against them.

The two projects below are the same instinct applied to things nobody asked me to model. Both publish their methodology. Both show their working.

Live dashboard

HYPE Buyback Model

Hyperliquid routes trading fees into an automated, price insensitive bid that buys HYPE and burns it. This models how much supply that removes, and what it implies for market cap, from observed fees rather than sentiment.

  • Python ingestion
  • BigQuery
  • dbt
  • Streamlit
Tracked position

Natural Gas Hedge

Can a household hedge its winter heating cost to zero? Stated methodology, the position marked monthly, and an under-the-hood section explaining every assumption I had to make.

  • Methodology
  • Monthly marks
  • Post-mortem