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Serotonin: How a Crypto Growth Agency Built a Scalable Data Practice on Dune
Dune published Serotonin's data operations as an official case study, covering how we run analytics across data infrastructure, client audiences, product-market fit signals, and protocol tracking with no PII and no traditional tracking. It documents the migration from ad hoc queries to incremental dbt models, which cut infrastructure costs by more than half. → https://dune.com/case-studies/serotonin
Rodolfo Lima da Silva
Aug 21 min read


Solstice Finance: Incentive Analytics Through a Token Launch
Solstice needed an incentive system that could be tuned while it was running, not audited after it ended. I designed and operated the analytics stack behind it; dbt, Snowflake, Python, and multi-source on-chain data , powering multiplier optimization, wallet eligibility filtering, and capital allocation decisions through the TGE. I also built the public dashboard for the token listing and a custom API tracking TVL retention for wallets that chose the vesting reward option, w
Rodolfo Lima da Silva
Aug 21 min read


Cork: measuring time to cash in RWA vaults
Tokenized RWA vaults advertise yield, but the question that actually matters to an allocator is how long it takes to get money back out. I built the vault and risk-layer analysis behind this piece with Cork, measuring time to cash across Maple vaults, with the underlying queries published as a public RWA vaults dashboard on Dune. → https://www.cork.tech/blog/measuring-time-to-cash-in-maple-vaults → https://dune.com/serotonin_data/rwa-vaults-analysis
Rodolfo Lima da Silva
Aug 21 min read


Aleo: the Stablecoin Privacy Gap Report
Privacy is easy to argue for and hard to measure. For Aleo, the first private programmable Layer-1, I contributed the on-chain analysis behind a report quantifying how much stablecoin activity is publicly exposed, alongside the production dashboards that back it. The goal was a research output grounded in verifiable data rather than positioning claims. → Report: https://aleo.org/privacy-gap-report-2025/ → Dashboard: https://aleo.org/privacy-gap-report-2025/
Rodolfo Lima da Silva
Aug 21 min read


Airdrop Project for ZKX Protocol
2024 began, and I haven't stopped. Last month, I finished an airdrop project for ZKX, a perpetual exchange protocol based on Starknet...
Rodolfo Lima da Silva
Feb 8, 20241 min read


X-ray on Curve DEX Dynamics 🪙
Read the full article here: https://rodolfo-projects.notion.site/X-ray-on-Curve-DEX-Dynamics-69b148a8593b48d29e89234cff3f9918
Rodolfo Lima da Silva
Jan 11, 20241 min read


Crypto Winter Usage of Uniswap 🦄 (1st place winner 🥇)
Note: This project is a 1st place winner from the bounty challenge powered by Uniswap Foundation 🥇 The main purpose of this article is...
Rodolfo Lima da Silva
Oct 19, 20231 min read


Uniswap V3 Traders Behaviour (1st place winner 🥇)
Note: This project is a 1st place winner of the data challenge powered by Desights AI and Ocean Protocol. 🥇 As a data consultant for...
Rodolfo Lima da Silva
Sep 20, 20231 min read


Market Challenge: GNS Token Liquidity
The primary objective of this project is to propose a strategy for purchasing $5M worth of GNS through DEX while causing minimal market...
Rodolfo Lima da Silva
Jul 15, 20231 min read


MetaMask Swap Analysis
Dashboard powered by Flipside Crypto. Click here to access it! I used SQL and Flipside API to query on-chain data, Python to prepare the...
Rodolfo Lima da Silva
Apr 8, 20231 min read


Base: Coinbase L2-Blokchain Testnet 🔵
Coinbase, one of the world's largest cryptocurrency exchanges, recently announced the launch of its own layer-2 (L2) blockchain called...
Rodolfo Lima da Silva
Apr 4, 20232 min read


Uniswap Multichain Analysis (3rd Place Winner 🥉)
Uniswap 🦄 was launched in November 2018 and has since become one of the most popular decentralized exchanges in the cryptocurrency...
Rodolfo Lima da Silva
Feb 24, 20231 min read


Uniswap V3 Pool Analyzer
Dashboard powered by Flipside Crypto. Click here to access it! I used SQL and Flipside API to query on-chain data, Python to prepare the...
Rodolfo Lima da Silva
Feb 3, 20231 min read


Cryptopunk Sales and Traders
Dashboard powered by Flipside Crypto. Click here to access it! I used SQL and Flipside API to query on-chain data, Python to prepare the...
Rodolfo Lima da Silva
Sep 21, 20221 min read


Velodrome Finance Analysis (🥇 Winning Dashboard)
Dashboard powered by Flipside Crypto. Click here to access it. Flipside rewarded me with the Grand Prize for submitting the best...
Rodolfo Lima da Silva
Sep 21, 20221 min read


Solana NFT Project Feature - Boryoku Dragons (🥇1st place in the category)
Dashboard powered by Flipside Crypto. Click here to access it! Best Dashboard from the chosen NFT collection. This dashboard won the the...
Rodolfo Lima da Silva
Jul 25, 20221 min read


Defi Fundamentals: Credit and Lending Protocols
Credit and lending are two of the most important financial functionalities that exist in Decentralized Finance (DeFi), and traditional...
Rodolfo Lima da Silva
May 18, 20221 min read


Dune Analytics: Analysis of Gas and Transactions on Ethereum Blockchain
You can access the project here Dune Analytics is an analytical platform that allows users to analyze blockchain data, mainly of the...
Rodolfo Lima da Silva
May 3, 20221 min read


Creating a Database from Scratch Pt. 1: Data Modeling
Note: Full Github repository with code and files used in the project is available here 1. Introduction Information management is a...
Rodolfo Lima da Silva
Apr 30, 20223 min read


Figuring out how the economy can control the violence
Figuring out how the economy can control the violence
Rodolfo Lima da Silva
Jun 28, 20215 min read
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