AI Architect
Investor × Web3 Researcher × WEB Marketer × Editor
I'm not a traditional engineer. I'm an investor, Web3 researcher, web marketer, and editor — and I build software to solve my own real-world problems.
Using Claude Code as my primary tool, I design and implement products at the intersection of finance, blockchain, and media automation. My background gives me an unusual vantage point: I understand the problem domain deeply before writing a single line of code. The products below are the natural convergence of that knowledge.
"AI Architect — not someone who writes code for a living, but someone who uses AI to engineer solutions that matter."
Subscription SaaS for strategic analysis — powered by Cognitive OS Architecture, a proprietary reasoning framework built on top of Claude
Rather than prompting an LLM directly, AXIS COA runs each session through Cognitive OS Architecture — a structured cognitive pipeline that executes across four discrete phases: web research, situation structuring, assumption surfacing, and strategy generation. Input your client's context, challenges, and goals; AXIS COA handles the rest. Supabase handles auth and data persistence; Stripe powers subscription billing with plan-based session and turn limits, backed by a FastAPI webhook layer for real-time plan sync. Hosted on Render.
Blockchain-based loyalty points for local communities — zero legal risk by design
A point system for regional communities built on Polygon. Designed from the ground up to avoid securities law and token regulation risk — architecture decisions driven by legal research, not just technical preference. LINE bot interface for non-crypto-native participants.
US & Japan macroeconomic indicators with monthly AI-powered structural analysis
🔗 investment-dashboard-sooty.vercel.app
Displays key economic signals (CPI, yield curves, interest rate spreads, etc.) for US and Japanese markets. Data is automatically fetched from FRED twice daily via GitHub Actions. Claude AI generates monthly structural macro analysis — turning numbers into actionable investment context.
Daily automated price alerts for investment trusts, equities, crypto, and gold
Scrapes asset prices using BeautifulSoup4 and pushes a morning summary to LINE every day via GitHub Actions. No app to open — the data comes to you.
Slack 👍 reaction triggers an AI-generated article draft, managed entirely in Notion
An editorial automation pipeline. When a team member reacts with 👍 on a Slack message, the system fetches the linked article (via Jina AI), runs it through a Claude prompt, and outputs a structured draft. Prompts are maintained by non-technical editors in Notion — zero code changes required.
Languages
Infrastructure
AI
Blockchain
Integrations
Every product here started not with "what can I build?" but "what problem do I have?"