ON-CHAIN DATA ANALYST

STEVEN
LIEW

Rigorous enough for the boardroom.Sharp enough for the trenches.

About

Turning raw data into tactical intelligence

For me, analytics is less about making pretty charts and more about uncovering where the real alpha lives.

I specialize in transforming raw blockchain data into tactical intelligence. Whether it's tracking smart money flows or identifying protocol anomalies, my work is built for operators who need high-signal insights in real-time.

1TB+Data Points Analyzed
50+Dashboards Built
100+Protocols Tracked
10K+On-Chain Queries

Tech Stack

Extraction

The GraphSQLDune AnalyticsFlipsideBlockscout APIs

Processing

PythonNode.jsTypeScriptWeb3 Libraries

Visualization

ReactTableauDune DashboardsLooker Studio

Skills

Full-stack data pipeline

From raw on-chain events to production dashboards — every layer of the analytics stack.

EXTRACTION

Data Sources & APIs

The Graph
Dune Analytics
SQL
Flipside
Blockscout API

PROCESSING

Data Processing & Analysis

Python
Pandas / Polars
Node.js
TypeScript
SQL Engines

VISUALIZATION

Dashboards & Visualization

React
Looker Studio
Tableau
Dune Dashboards
Real-time Charts
3 pipeline stages — 15 tools loadedSystem running optimally

Projects

Selected work

Bedrock uniBTC TVL Tracker

Needed to track Bedrock's uniBTC Total Value Locked (TVL) across different chains to monitor protocol growth and cross-chain asset distribution.

SQLDune AnalyticsData Visualization

Binance Alpha BR Token Trading Campaign

Required real-time tracking and analytics for the Binance Alpha BR token trading campaign to monitor trading volume, user participation, and campaign performance metrics.

SQLDune AnalyticsData Visualization

BR Token Team LP Overview

Needed to monitor and track the team's liquidity pool (LP) positions for the BR token to ensure transparency, track LP performance, and analyze liquidity provision metrics.

SQLDune AnalyticsData Visualization

uniBTC Retention on Ethereum

Needed to track the retention of uniBTC on Ethereum to monitor the protocol's growth and user engagement.

SQLDune AnalyticsData Visualization

uniBTC Flow Dashboard

Required to track usage and flow of uniBTC on Ethereum to strengthen the protocol's new integration and user experience.

SQLDune AnalyticsData Visualization

Contact

Let's connect

Have a data challenge or need on-chain intelligence? I'm always open to interesting conversations and new collaborations.