John McCoy
@johnmccoy
Enterprise AI strategist and founder delivering AI systems and product architecture.
PortugalWhat I'm looking for
I am a serial entrepreneur and AI strategist with 6+ years architecting enterprise-grade AI systems, intelligent software products, and developer training programmes. I founded Jacaranda Labs to deliver AI consultancy to Fortune 500 companies, hedge funds, and automated trading platforms globally.
My expertise spans LLM system design, agentic workflows, prompt engineering, RAG pipeline design, and enterprise AI strategy; I regularly take zero-to-one products from concept to market and have built multiple AI-native products using Claude Code and Cursor.
I have launched proprietary methodologies and scalable training curricula such as the SCOPE Framework, led product development across fintech, proptech, trading and compliance, and founded several ventures including Crustacean Protocol, NATA, ProprHome and others that demonstrate product-market traction and capital raises.
Experience
Work history, roles, and key accomplishments
Founder
Crustacean Protocol
Jan 2024 - Present (2 years 2 months)
Founded a decentralized financial infrastructure project on XRPL enabling autonomous payments, on-chain compliance, and agentic settlement flows for AI agents.
Founder
NATA
Jan 2023 - Present (3 years 2 months)
Built an AI-first flexible workspace marketplace with intelligent matching and demand forecasting integrated into the product core to improve utilization and matching accuracy.
Founder & CEO
Jacaranda Labs
Jan 2021 - Present (5 years 2 months)
Founded and led AI consultancy delivering enterprise-grade LLM architecture, agentic workflows, and developer training to Fortune 500s and hedge funds; launched the SCOPE Framework and shipped multiple AI-native products that compressed months of development into days.
Founder & CEO
ProprHome
Jan 2020 - Jan 2023 (3 years)
Built a Portuguese property marketplace that grew to a 9,400+ agent waitlist and raised €1.41M; integrated AI-powered GeoCLIP location intelligence and WhatsApp concierge features.
Brokerage Principal
Sotheby's International Realty
Jan 2015 - Jan 2020 (5 years)
Built and scaled a 150-agent residential brokerage and executed a strategic exit to Sotheby's International Realty, enhancing market presence and operational scale.
Education
Degrees, certifications, and relevant coursework
John hasn't added their education
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