Institutional-Grade Crypto Research.
Crypto-Native Perspective.
CSS Insights delivers rigorous investment research built by someone operating at the intersection of traditional finance infrastructure and crypto-native markets.
The Gap We Fill
Most institutional crypto research comes from traditional finance professionals treating crypto as just another asset class. They bring macro expertise but miss the crypto-native market psychology, on-chain dynamics, and community signals that drive real alpha.
CSS Insights is different. We combine institutional research methodology—the kind used by RIAs and hedge funds—with deep crypto-native understanding. Our analysis connects geopolitical macro trends to on-chain behavior in ways traditional platforms can't replicate.

defijack.eth
John "Jack" Boyd
Defijack operates at the intersection of institutional finance and crypto infrastructure. As a research analyst at Coral Reef Advisors (a registered investment advisor), DJ brings traditional finance rigor and fiduciary discipline to crypto markets. Simultaneously, his ongoing work with Liquid Mercury—a crypto OTC derivatives firm founded by Tony Saliba, interviewed by Jack Schwager in Market Wizards—provides deep exposure to institutional crypto infrastructure.
This dual positioning enables CSS Insights to deliver research that speaks both languages: the institutional methodology that allocators demand and the crypto-native insight that generates alpha.
Credentials & Experience
Education
College of the Holy Cross
Economics & History Double Major
- Founding member of Holy Cross Student Investment Fund (HCSIF)
- Secured Bloomberg terminal funding from alumni
- Ended tenure as CEO of the investment research club
- Won 1st place at UMass Amherst Stock Pitch Competition, beating Harvard, Yale, MIT, Columbia, Georgetown, and 6 other schools
- Served as the team's "quant"—built the DCF valuation model for the winning CVS/Aetna merger pitch
Traditional Finance
Coral Reef Advisors
Research Analyst • Private Client Services
- Registered Investment Advisor (RIA) framework
- Pursuing Series 7 & 63 licensing
- Fiduciary responsibility and compliance experience
Crypto Infrastructure
Liquid Mercury
Consultant & Ambassador • Since 2022
- Token ecosystem development (MERC)
- Web3 and digital assets strategy
- OTC derivatives broker dealer exposure
Institutional Validation
CSS Insights NFTs are held by institutional market participants including Liquid Mercury, validating our approach to crypto-native research infrastructure. Founded by Tony Saliba—interviewed by Jack Schwager in Market Wizards—Liquid Mercury's backing signals institutional confidence in the CSS Insights platform model.
Our Research Approach
Macro Narrative
Geopolitical trends, monetary policy shifts, and economic cycles that create structural crypto demand—not just price speculation.
Economic Data
Data-driven analysis grounded in historical precedent. Every thesis backed by verifiable economic indicators, not social media sentiment.
On-Chain Intelligence
Whale wallet tracking, flow analysis, validator behavior, and network metrics that reveal institutional positioning before price moves.
Thematic Identification
Early recognition of emerging narratives—AI agents, RWAs, regulatory shifts—before they become consensus trades.
Ready to Elevate Your Crypto Strategy?
Join investors who demand institutional-grade research with crypto-native insight.