On-Chain Data Analyst
STEVEN
LIEW
Turning raw blockchain data into decisions that move capital.
// Open to full-time · on-chain analytics · data engineering · Web3
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.
Tech Stack
Extraction
Processing
Visualization
Education
B.Sc. (Hons) in Computer Science (Specialism in Data Analytics)
Asia Pacific University (APU), Petaling Jaya, Malaysia
Second Class Honours, First Division
Data Mining · Statistical Analysis · Database Management · Machine Learning | SAS Joint Certificate in Computer Science and Data Analytics
Experience
Where I've worked
Data Analyst (Marketing & Product)
- SQL & BI Dashboards: Built custom SQL queries on Dune Analytics to visualize product health metrics like TVL, volume, and user retention for executive decision-making.
- Python Automation: Developed Python scripts using blockchain APIs to automate tracking of whale wallet activity and cross-chain user flows.
- Market Intelligence: Conducted deep-dive analysis on competitor protocols and multi-chain ecosystems to identify high-value partnership opportunities.
- Retention & Lifecycle Analytics: Analyzed user cohort behavior and "stickiness" metrics to identify drop-off points in the product funnel, leading to targeted re-engagement strategies.
- Growth Analytics: Correlated on-chain transaction data with social sentiment (X/Discord) to optimize marketing spend and increase platform traffic.
Data Analyst / Operations Specialist
- Quantitative Vetting: Spearheaded a token listing framework using on-chain forensics to audit project liquidity and technical health.
- Predictive Analysis: Leveraged user traffic and on-chain metrics to identify undervalued assets, securing early listings that drove volume.
- Data-Driven Ops: Directed design and operations teams by aligning visual campaigns with data-backed user engagement metrics.
- Strategic Reporting: Automated weekly reports on SEO performance and market volatility to guide senior management decisions.
Skills
Full-stack data pipeline
From raw on-chain events to production dashboards — every layer of the analytics stack.
EXTRACTION
Data Sources & APIs
PROCESSING
Data Processing & Analysis
VISUALIZATION
Dashboards & Visualization
Projects
Selected work
Built a cross-chain TVL dashboard for Bedrock Protocol tracking uniBTC deployment across Ethereum, BNB Chain and beyond — giving the team real-time protocol growth visibility.
Delivered real-time campaign analytics for the Binance Alpha BR token trading campaign — measuring volume, unique traders, and participation rates across the campaign window.
Created a transparency dashboard for BR Token team LP positions — giving the community and team real-time visibility into liquidity health and token distribution.
Surfaced user retention patterns for uniBTC on Ethereum — tracking cohort behaviour and protocol stickiness for the Bedrock core team.
Mapped the full flow of uniBTC on Ethereum — tracking third-party integrations, contract interactions and TVL attribution to each integration partner.
Currently
What I'm building now
Latest project
Cross-chain DeFi Intelligence Suite
Building a unified analytics layer that aggregates protocol-level signals across Ethereum, Arbitrum and Base — turning raw event logs into structured alpha.
Learning
ZK Proofs & Data Availability Layers
Going deeper into zkEVM data structures and how DA layers like EigenDA and Celestia change the on-chain analytics landscape.