Signals beneath the noise.

A small research notebook focused on Bitcoin data systems, network behavior, and the mechanics behind digital-asset markets.

Network

Chain activity

Methods for reading transaction flows, block-space demand, and settlement patterns.

Markets

Market structure

Notes on liquidity, derivatives, price discovery, and measurable risk.

Engineering

Data pipelines

Practical approaches to collecting, validating, and querying public network data.