Paul Apivat

Paul Apivat

onchain ⛓️ data

public blockchains

Data @ Exponent

Feeding large language models with onchain and offchain data. Connecting pipelines to databases. In the arena making pull requests. Other hangouts: Dune, Bytexplorers

Recent Works

Past Projects


Core contributor at Bankless DAO ( POAPs), providing insights through on- and off-chain data (see below).

Founding member of our Analytics Guild, helping secure initial funding and governance structures. My colleagues and I built an in-house analytics platform called DAO Dash to provide insights on engagement, community health and governance.

I contributed growth and usage metrics to the BanklessDAO Bounty Board while sharing insights with the broader community through forum posts.

I wrote about my journey to web3 data here.

On-Chain Data

Off-Chain Data

Data Pipelines

See my past data visualizations and writings on Medium, Quora, and Hashnode.

Social Media


  • Onchain Data, DS/ML
  • Python, SQL
  • Ethereum, DeFi

Recent Posts

Online Writing: Medium | Quora | Hashnode | | Notion

Mirror - Onboarding to the Credmark Model Framework for Data Analyst

Helping data analysts use the Credmark Model Framework

Ribbon Finance Aave Theta Vault

Exploring smart contract code to understand vault deposits and withdraws