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Raymond
Amapakabo

Average Review
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Reputation
16
Finished gigs
0
Finished jobs
0
Website
Not specified
Country
Not specified
Specialization
turn on-chain data into growth, product, and risk intelligence for Web3 protocols
Hourly rate
$40/hr
Preferred payment options
Ethereum
ETH
USDT
MATIC
FLOKI
About me
Web3 Data Analyst and On-Chain Intelligence Specialist with 3+ years of experience delivering blockchain analytics, DeFi intelligence, wallet forensics, and protocol growth insights across L1 and L2 ecosystems. Expert in Dune Analytics, Nansen, Flipside, The Graph, SQL, and Python for analyzing wallet interactions, token flows, liquidity movements, staking metrics, validator performance, and user behavior. Proven track record of building real-time KPI dashboards tracking TVL, DAU, retention, and transaction activity that contributed to community growth from 20% to 86%. Experienced in blockchain forensic investigations, risk and compliance monitoring, due diligence on DeFi protocols, and translating complex on-chain data into actionable insights for product, growth, community, and investment teams. Specializes in DeFi analytics, Restaking, RWA narratives, protocol performance monitoring, capital flow analysis, and on-chain risk intelligence.

Work experience

Freelance
April 2024 – December 2025
Job title
On-Chain Analyst
Work experience & achievements
Conducted advanced on-chain analytics across Ethereum and multiple L2 ecosystems using Dune, Nansen, Flipside, and The Graph to monitor protocol health, liquidity flows, and ecosystem growth. Performed wallet behavior analysis and token flow tracing across wallets, exchanges, bridges, and LP pools to support risk monitoring, compliance checks, and forensic investigations. Produced blockchain forensic intelligence reports identifying wash trading, dumping patterns, suspicious contract interactions, bridging risks, and treasury exposure threats. Tracked whale movements, staking flows, validator metrics, and capital rotations across DeFi, Restaking, and RWA narratives to inform operational and investment decisions. Delivered recurring ecosystem intelligence reports summarizing TVL trends, user activity, transaction behavior, and protocol engagement metrics.
Freelance
January 2022 – March 2023
Job title
On-Chain Product Data Analyst
Work experience & achievements
Designed and deployed real-time dashboards tracking TVL, Daily Active Users (DAU), transaction volume, retention rate, growth rate, and protocol engagement, contributing to community growth from 20% to 86%. Conducted funnel analysis, cohort analysis, and retention modeling to optimize onboarding, activation, and long-term user engagement. Translated raw on-chain and off-chain datasets into clear insights for non-technical stakeholders, improving internal decision-making and operational clarity. Monitored protocol performance, market behavior, and ecosystem activity; delivered weekly intelligence briefs highlighting risks, trends, and growth opportunities. Supported due diligence on DeFi protocols, yield opportunities, liquidity pools, and staking mechanisms using on-chain data.
Freelance
April 2023 – October 2024
Job title
AI-On-Chain Analyst
Work experience & achievements
Engineered scikit-learn ML models on Dune Analytics datasets (10M+ Ethereum/Solana txns), achieving 94% accuracy in liquidation/MEV predictions; flagged 150+ anomalies, mitigating $2.3M exploits and driving 28% TVL growth ($15M protocol uplift). Automated on-chain eligibility for 100K+ users with SQL/BigQuery pipelines integrated AI signals; slashed processing time 65%, enabling 24% MoM user retention via real-time DeFi insights. Built Tableau dashboards tracking TVL/yields across 20 chains (Uniswap/Aave); informed tokenomics strategies adopted by 50K wallets, generating $500K partnership revenue. Collaborated cross-functionally with devs/BD teams on AI-DeFi hybrids, reducing false positives 40% in transaction monitoring for compliance/scalability.

Education

University of port Harcourt
Graduation year: 2023
Level of study
Bachelor
Major / Field of study
Analytical Chemistry