Building the bridge between UTXO Blockchains and Artificial Intelligence.

AI-Native Product Engineer | Systems Architect | Crypto-Economic Theorist

I specialize in high-velocity prototyping and secure systems architecture. I orchestrate AI agents and modern tooling to build enterprise-grade infrastructure significantly faster than traditional teams. I've been exploring AI-assisted development workflows since the GPT-3 beta era, pioneering techniques that are now becoming industry standard.

My focus is on the intersection of Artificial Intelligence (RAG/Vector Search) and Decentralized Finance (UTXO Blockchains).

With AI-assisted development, I operate as a Force Multiplier. By leveraging AI-native workflows (Cursor, Cline, Gemini), I automate implementation details to focus on high-leverage decisions: System Design, Network Topology, and Security.

• Velocity: Shipped production-grade infrastructure (9 Microservices / Full-Stack Enterprise Architecture) in 44 days (solo).
• Security: Architected a 7-Layer Abuse Prevention Stack (Atomic Rate Limiting, HMAC, Turnstile).
• Reliability: Designing for 99.9% uptime and <50ms latency.

The Enterprise Agentic RAG Platform for Litecoin. The official AI interface for the Litecoin Foundation. I architected the full RAG pipeline and engineered a reverse-proxy integration to seamlessly deploy this modern microservice under the existing litecoin.com domain.

• Status: 🟢 Live / Production
• Tech: Python (FastAPI), Next.js, Payload CMS, Redis, MongoDB Vector Search.
• Key Features: Conversational Memory, 7-Layer Abuse Prevention Stack, Semantic Caching.
• Links: 🌐 Live App | 💻 GitHub

Intelligent Media Analysis. A proprietary SaaS platform that transforms long-form video/audio into a queryable knowledge base. It ingests media, generates time-coded transcripts, and enables deep semantic search.

• Status: 🟡 Read-Only Reference Deployment
• Tech: Python, Celery, Google Gemini, Cloudflare Tunnels.
• Scale: Processed 1,888 files, extracted 43,693 topics, indexed 59+ days of content.
• Links: 🌐 Live App | 💻 GitHub

The First Litecoin Ordinals Explorer. I catalyzed the Litecoin Ordinals ecosystem by funding the development bounty (covered by Binance), then shipped the first explorer to visualize the chain data.

• Status: ⚪ Archived (Historical Reference)
• Tech: Next.js, Express (Node.js), PostgreSQL (Prisma), BTCPayServer.
• Impact: Visualized data for over 30 million inscriptions.
• Links: 📜 Bounty Thread | 💻 GitHub

Community Infrastructure. A clean, modern directory for managing open-source projects and donations within the ecosystem, integrated into the main domain via reverse proxy.

• Status: 🟢 Active / Production
• Tech: Next.js, TypeScript, Tailwind CSS.
• Impact: Supporting 19 FOSS projects with $62,418+ raised and $54,289+ matched.
• Links: 🌐 Live App | 💻 GitHub

Core Stack:

Data & AI:

Infrastructure:

Before building systems, I research the theory behind them. I have been using LLMs to synthesize complex economic and technical research since the GPT-3 Beta era.

• Nakamotoist: A curated collection of research on Monetary History, Scrypt Mechanics, and Block Subsidy Theory.

I'm available for:

• Enterprise AI Consulting: De-risk your AI integration with battle-tested patterns.
• Fractional Architecture: Modernizing Legacy Domains: Seamlessly injecting AI microservices into existing infrastructure via reverse-proxy architectures (no rewrites required).
• Rapid Prototyping: Ship MVPs in weeks, not months.

Reach me on X:

• Twitter/X: @indigo_nakamoto
• Location: San Francisco Bay Area