Welcome to My Space

Science is a means whereby learning is achieved.

Learn More Read Posts

Posts

Thoughts on data science, machine learning, and research

Aug 4, 2026

How I Turned AMM Logs Into a Causal Pipeline

The previous post reported the headline: no large short-run liquidity exit after UNIfication. This is the methods companion—how that reading was ea...

Aug 2, 2026

: DeFi, Ethereum, Blockchain, Web3, Statistics

When the Fee Switch Turns On, Does Liquidity Walk Away?

The pool series measured one layer at a time; dynamic-fee simulations asked whether state can price toxic flow. Part V tests a different margin: wh...

Jul 28, 2026

: DeFi, Blockchain, Web3

After Uniswap v4 Went Live. The Pool Is No Longer the Whole Market.

Overview. Schematic only. Hooks are opt-in modules around a concentrated-liquidity pool; simple pools can remain simple. Not measu...

Jul 26, 2026

: DeFi, Blockchain, Web3

When the Book Keeps Moving. What Hyperliquid Lets Outsiders Reconstruct.

Hyperliquid first shows up as a price story.

Jul 21, 2026

: DeFi, Rust, Blockchain, Web3

Dynamic Fees in AMMs: When the Signal Matters

Part I asked whether an AMM surface formed. Part II ran pool state forward. Part III contrasted reserves with book depth. This piece runs the AMM d...

About Me

Learn about my background and interests

Software

Check out my projects and contributions

Books

Browse my book collection and reviews

Medium

Cross-posts and publication versions (Block Magnates, CoinsBench, Coinmonks)