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isometric illustration of a laptop displaying blockchain analytics dashboard with charts and graphs
Wallets analyzed across EVM Chains
Sybil clusters identified in investigations
Wallets connected in a single cluster
Precision achieved in Sybil detection scoring
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2021

Validator Node Beginnings & First Coding Steps

Ran staking nodes, learned infrastructure security & redundancy, started writing small shell scripts.

isometric illustration of people interacting with holographic data, blockchain nodes and governance systems
2022

DAO Involvement & Governance Analytics

Active DAO member, tokenomics research, proposal monitoring, began learning SQL and Python.

isometric illustration of a laptop displaying blockchain analytics dashboard with charts and graphs
2023

First Sybil Bounty Wins & Client Projects

Top 4 Connext Sybil bounty hunter; winner & awardee of OpenData Hackathon in multiple categories; started working with first Web3 clients.

isometric illustration of a laboratory microscope with test tubes, laptop and charts representing blockchain research
2024

Public Speaking & Client Growth

Spoke at Ethereum Zurich & Ethereum Bratislava; expanded client base across analytics and security services.

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2025

Expanding Services & Innovation

Winner of Pond ML Sybil code Model Competition; Developing a new tracer code

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Benjamin K

CEO & Lead Data Analyst

Specialist in Sybil detection, on-chain analytics, and validator consulting.

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Christian G

Graphic Designer

Creates visual identities, dashboards, and branding for Web3 projects.

04

Elena Braga

Client & Project Relations Manager

Ensures smooth onboarding, clear communication, and project delivery.

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