Services: Blockchain

Web3 Is a BusinessLet's Treat It That Way.

Data-led insights. TradFi discipline. Delivered.

Solutions that Web3 Deserves

Onchain Analytics
and Smart Contract Decoding

  • Extract real-time and historical insights from your smart contract interactions
  • Build custom Python pipelines to decode and structure blockchain data
  • Design tailored metrics and dashboards in Dune, PowerBI or custom frontends

Token Economics
and Financial Modeling

  • Design utilities and incentives that align with stakeholders and financial goals
  • Leverage your real-world operations data for richer analysis and forecasting
  • Simulate future financial outcomes with flexible, readable, assumption-driven models

Data-Led Risk Insights
and Scenario Analysis

  • Apply data-driven methods to surface financial and operational risk signals
  • Use scenario modeling to explore edge cases and build for resilience
  • Bring a structured, FRM-informed approach to risk analysis in tokenized systems

Token Sale Offer
and Listing Advisory

  • Set token pricing, and vesting that resonate with today’s market
  • Support negotiations with investors, market makers and exchanges
  • Craft high-converting marketing collateral for decks and whitepapers

Business Tokenization
Planning and Development

  • Identify which parts of your business benefit most from tokenization
  • Align token models with stakeholder incentives and business goals
  • Design token mechanics that reinforce sustainability and utility

Financial Planning
and Treasury Management

  • Build and stress-test budgets to extend your runway with confidence
  • Optimize treasury allocation strategies for digital asset operations
  • Monitor performance and risks with tailored financial analytics

Rigorously Trained
Professionally Recognized


Rigorously Trained
Professionally Recognized


Flexible Tool Choices
Best Fit Solutions

Cursor

Cursor AI

Python

Python

SQL

SQL

Dune Analytics

Dune

Power BI

Power BI

Microsoft Excel

Excel

VBA

VBA

Flexible Tool Choices
Best Fit Solutions

Cursor

Cursor AI

Python

Python

SQL

SQL

Dune Analytics

Dune

Power BI

Power BI

Microsoft Excel

Excel

VBA

VBA

Proof of Work
Proof of Skill

Token Economy Dashboard
Token Economy Onchain Analytics
  • Engineered a public-facing token dashboard with Python
  • Pulled data from 5 EVM chains + CoinGecko API
  • Integrated internal data from MongoDB
  • Containerized ETL pipeline using Docker
Token Sale Manager
Token Sale and Distribution Tool
  • Rich, flexible, transparent tool for structuring token sales
  • Follows TradFi 'comps' approach to create credible investor offer
  • Used in internal planning and fundraising
  • Ready to plug into broader budgeting and financial planning models
Dune Uniswap V3 Dashboard
Dune Uniswap v3 Risk Exploration
  • SQL-based Dune dashboard analyzing Uniswap v3 liquidity
  • Statistical analysis of returns distribution and VAR
  • Charts historical price impact levels and dollar liquidity depth
  • Charts liquidity distribution and concentration (HHI)

Developed in TradFi... Deployed to Web3

I have worked with dozens of blockchain teams since 2020 — from pre-launch founders to live-token ventures. A journey that began helping startups to raise with token sales has grown into a broader practice in token economics, modeling, and analytics.

At the core of my approach: sound financial thinking, a strong grasp of risk, and a commitment to data-led decisions. These strengths were shaped by working on $400M+ corporate finance deals, Big Four model audits, earning the FRM to navigate risk in crypto markets, and delivering cutting-edge analysis for clients at Bloomberg.

Today, I bring this TradFi experience and analytical rigour to my blockchain clients — combining bespoke analysis with clear communication to deliver insight, guide strategic decisions, and create long-term value.

Get In Touch
To Find Out More

Reach Out!

Clients and Partners

over $110m USD raised

Portfolio Samples

Visual Portfolio, Posts & Image Gallery for WordPress

Proof Of Work – A Portfolio Sample

Dune Dashboard

Dune Dashboard

  • Onchain analytics and smart contract decoding
  • Real-time performance metrics
View Project
Full Dune Dashboard

Onchain Analytics
and Smart Contract Decoding

  • Extract real-time and historical insights from your smart contract interactions
  • Build custom Python pipelines to decode and structure blockchain data
  • Design tailored metrics and dashboards in Dune or custom frontends

Token Economics
and Financial Modeling

  • Design utilities and incentives that align with stakeholders and financial goals
  • Leverage your real-world operations data for richer analysis and forecasting
  • Simulate future financial outcomes with flexible, readable, assumption-driven models

Data-Led Risk Insights
and Scenario Analysis

  • Apply data-driven methods to surface financial and operational risk signals
  • Use scenario modeling to explore edge cases and build for resilience
  • Bring a structured, FRM-informed approach to risk analysis in tokenized systems
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