INFORMATION SYSTEMS · EMERGING TECHNOLOGIES · GOVERNANCE
Reese
Crawford
Senior Information Systems student at the University of Arkansas, concentrating in Emerging Technologies and focused on AI governance and risk. At GOSH AI, I help build Sentinel, the platform that tracks how AI models represent brands and flags the risk when they get it wrong.
What I Do
Built With Intent
The Experience
Research, venture, and enterprise — three different lenses on the same question: protocols, capital, systems. At GOSH AI I build the misrepresentation risk taxonomy behind Sentinel and map the AI regulatory landscape into product strategy.
GOSH AI
Sentinel Research Fellow · AI Brand Governance
SOLV Protocol
Research Fellow · DeFi · Solana
Red Beard Ventures
BD & Research Intern · Web3 · Emerging Tech
SiteTrax
Field Tech Assistant · Enterprise Tech
On Campus
Three seats at the University of Arkansas, all pointed at the same thing: build the technical bench, then put it to work. Blockchain minor, a teaching seat in the Walton College, and a management role on a venture shipping out of the McMillon Innovation Studio.
Crypto Hogs
Vice President · Digital Asset & Blockchain Club · RSO AG10468
Walton College of Business
Senior Scholar · TA · Data Analysis & Interpretation · R, Python
McMillon Innovation Studio
Manager — Kovie · Student housing platform · Fall 2026
Sui Foundation
Grant Recipient · Club ecosystem partnership
Systems & Leadership
Technical background, business seat. Enterprise deployments, venture diligence, and running a 150-member club that landed a Sui Foundation grant.
- Automated OCR deployed across supply-chain sites.
- Server architecture that improved platform uptime.
- Events run in London, New York, and Lisbon.
- CryptoHogs grown from a handful to 150+ members.
Experience
Where I've Worked
Protocol research, venture capital, enterprise tech, and community leadership. Real roles, real output, since 2021.
The common thread is translation: taking something technical and making it land with the people who make decisions.
GOSH AI
Sentinel Research Fellow
Researching AI brand governance on Sentinel, GOSH's platform for monitoring how AI models represent brands. Built the misrepresentation risk taxonomy and scoring framework, and mapped the AI regulatory landscape into a competitive read on the AEO/GEO market.
SOLV Protocol
Research Fellow
Ran market and policy interviews that shaped distribution and investment decisions. Co-authored two peer-reviewed publications on agentic-AI risk.
Red Beard Ventures
BD & Research Intern
Published research across four portfolio projects, each over $50M AUM. Briefed leadership, ran events in London, New York, and Lisbon, and built a 260+ project database for pipeline analysis.
SiteTrax
Field Technician Assistant
Deployed automated OCR for container tracking across supply chain sites, helped design new server architecture that improved uptime, and installed the field hardware behind the traxa.io platform.
University of Arkansas Blockchain Club
Vice President
Help lead the CryptoHogs. Grew membership from a handful of students to 150+, landed a Sui Foundation grant and partnership, and hosted workshops, panels, and a PizzaDAO pizza party.
Projects
Selected Work
Sentinel Risk Scorer
Misrepresentation risk framework built at GOSH AI for Sentinel, its AI brand-governance platform. A six-factor taxonomy scored through a conditional rule engine into severity tiers, with radar fingerprints, alert routing, and detection-coverage caveats.
ArbScout
Real-time cross-DEX arbitrage scanner built on Solana. Monitors liquidity pools across Raydium, Orca, and Jupiter, surfacing profitable swap routes with sub-100ms latency.
VoterDAO
On-chain DAO governance system built with Solidity and Foundry. Smart contracts handle proposal creation, yes/no/abstain voting, quorum enforcement, and treasury-gated execution.
Skills
Built Across Disciplines
Security
Development
Web3 & DeFi
Business & Analytics
Open to Opportunities
Let's build something.
Open to full-time NYC roles in Business Analysis, Solutions Consulting, and GRC/Cybersecurity. Graduating December 2026. Early hiring welcome.
Get in Touch