Posts
Thoughts on data science, machine learning, and research
USDC Shows Why Stablecoin Risk Analysis Is Not One Signal
Base led transfer activity. Ethereum led net supply expansion. Same week, different risk signals.
Read More
Tokenization Is Not Just Putting Assets on a Blockchain
Tokenization puts the claim on-chain, but custody, compliance, and settlement still depend on surrounding infrastructure. (Image...
Read More
Funding Is Not Identity: A Conservative Approach to Onchain Entity Linking
Conservative run output on a 500+500 Arbitrum governance/control cohort. Node colors encode node/evidence types in the visualiza...
Read More
Before SNARKs: Building a Mini ZK-Rollup Verifier in Rust
Hero image: ChatGPT generated.
Read More