CHENXIANG LI

Hello! My name is Chenxiang Li

Crypto Data Analyst | Web3 Researcher | Data Scientist

I specialize in blockchain analytics, DeFi research, and data-driven product development. With over 10 years of experience in data science and analytics, I have worked with leading Web3 companies including Binance, PancakeSwap, Apex Exchange, and several DeFi startups.

My expertise includes on-chain analytics, SQL, Python, Dune Analytics, blockchain data infrastructure, market liquidity analysis, and business intelligence. I help teams transform complex blockchain data into actionable insights that improve products, trading strategies, and decision-making.

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A little bit of my story

My journey into data analytics began over a decade ago with a passion for solving complex business problems through data. Starting in traditional internet companies, I developed expertise in SQL, Python, machine learning, and business intelligence before transitioning into the blockchain industry.

Since joining Web3, I've worked with leading exchanges, DeFi protocols, and startups, helping teams make data-driven decisions through on-chain analytics, liquidity research, tokenomics, and product insights. Throughout my career, I've built analytics platforms, automated reporting systems, and research dashboards that support both technical and business teams.

Today, I focus on transforming blockchain data into clear, actionable insights that help projects grow, improve products, and better understand their ecosystems. I enjoy collaborating with ambitious teams and exploring new opportunities in crypto, DeFi, and data infrastructure.

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Skills and interests

EDUCATION

Arizona State University
Tempe, Arizona, USA

Focused on Data Mining, Regression Analysis, Operations Research, Financial Engineering, and Machine Learning.

CERTIFICATES

Professional certification covering SQL, data visualization, business analytics, and data-driven decision making.

Advanced blockchain analytics, SQL querying, dashboard development, and on-chain research.

Advanced Python programming, Pandas, Scikit-learn, predictive modeling, and statistical analysis.

My experience so far

DATA ANALYTICS SKILL

SQL & Advanced Query Optimization
Python (Pandas, Scikit-learn)
Data Visualization
Business Intelligence
Machine Learning
Statistical Analysis

Blockchain & Web3
On-chain Analytics
DeFi Research
Tokenomics Analysis
Dune Analytics
GraphQL & Subgraphs
Liquidity & Market Analysis
Cross-chain Ecosystems

Product & Business
Product Analytics
A/B Testing
Growth Analytics
Dashboard Development
Data Pipeline Design
KPI & Performance Monitoring

WORK

Apex Exchange

Data Analyst
Dec 2025 – Present

Analyzed CLOB liquidity, spreads, depth, and market quality.

Built an AI-powered data assistant using SQL, Codex, and Redshift.

Delivered analytics that improved trading performance and business decisions.

Independent Researcher & Advisor

Mar 2025 – Dec 2025

Produced in-depth research on Mantle, AAVE, Monad, xStocks, and Magic Eden.

Built public dashboards and on-chain analytics.

Advised projects on ecosystem growth and token performance.

Cross-chain DEX (Arbitrum)

Co-founder
Apr 2023 – Feb 2025

Led product strategy and data analytics.

Grew protocol TVL to over $4M.

Established partnerships with LayerZero, Symbiosis, Odos, Frax, and OKX DEX.

Binance

Data Scientist – PancakeSwap
Oct 2021 – Mar 2023

Developed blockchain analytics dashboards.

Built SQL/Python pipelines for on-chain data.

Led analytics for CAKE Tokenomics and BNB Chain.

Worked with Chainlink integrations for Prediction & Lottery products.

Binance

Business Data Analyst
May 2020 – Oct 2021

Designed marketing analytics and A/B tests.

Optimized user acquisition funnels.

Measured campaign performance and conversion metrics.