Paul Apivat

Paul Apivat

CryptoData Analyst ⛓️

public blockchains

Data @ Exponent

Onchain hangouts: Dune, Bytexplorers; Interests: Data science, DeFi, Language models

Using LLMs to answer crypto questions. Connecting pipelines to databases. In the arena making pull requests.


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

Validating JSON Data

Using the jsonschema library in Python

ELT pipeline ingesting CoinGecko's data

Modeling, then pulling, API data