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James Walton — Construction estimator turned developer. 8 months. 35 projects. 3.6M lines. AI as a build partner.
┌─────────────────────────────────────────────────┐
│ │
│ I came from job sites, not computer science. │
│ Estimating costs, managing crews, building │
│ things that stand up. Now I write software │
│ the same way — scope it, plan it, ship it. │
│ │
│ The AI didn't replace the work. │
│ It multiplied what one person can reach. │
│ │
└─────────────────────────────────────────────────┘
P R O D U C T S
─────────────────────────────────────────────────
FAIRTRADEWORKER Construction marketplace
░░░░░░░░░░░░░░░░░░░░ Homeowners post, contractors bid
Next.js + Spring Boot No lead fees. Flat subscription.
React Native mobile QuickBooks-native payments.
Custom AI estimation Real-time bidding via WebSockets.
─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─
MSHOMEPROS Contractor platform
░░░░░░░░░░░░░ Built for MHP Construction
Next.js + Electron Oxford, Mississippi
Deployed on Vercel First real customer.
─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─
DRIFTLANDS Survival crafting game
░░░░░░░░░░░ Rust + Bevy 0.15 ECS
Procedural worlds Combat, crafting, dungeons
Targeting Steam EA 27K lines of Rust
T O O L S
─────────────────────────────────────────────────
CLAUDE EYES Screen intelligence
░░░░░░░░░░░░░░░░░░░░ 29K LOC. 64 MCP tools.
Python + SQLite OCR capture, knowledge graph
REST API + MCP Encrypted. Plugin system.
14 analysis engines What Recall couldn't ship.
─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─
AEON Formal verification
░░░░░░░░░░░░░░░░ 73 engines, 22 cybersecurity
Python + Z3 SMT Multi-language static analysis
85K+ lines Catches what tests miss.
─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─
CONSTRUCTIONAI Domain LLM
░░░░░░░░░░░░░░ Fine-tuned Llama 3.1 8B
106K training examples Real project data
Ollama + RunPod Construction estimation
─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─
WOS Linux distribution
░░░░░░░░░░░░░░░░ Nobara-based, AI-native
Rust + Lua Gaming + cybersecurity + AI
Custom AI terminal Fine-tuned shell assistant
ConstructionAI
│
│ powers estimation
▼
┌────────── FairTradeWorker ──────────┐
│ │ │
│ FTW Realtime FTW Mobile
│ (Kotlin/Spring) (React Native)
│
│ powers
▼
MsHomePros
(client platform)
Claude Eyes ─── context ───► every session I open
AEON ────────── verifies ─► all of the above
Python ████████████████████████ AI, tools, verification
TypeScript ██████████████████ Web, marketplace, mobile
Rust ████████████ Game engine, OS, compilers
Kotlin ████████ Real-time backend
Swift ██████ macOS native
Lua ████ OS scripting, AI shell
I work with AI as a native tool. Claude is my primary build partner. Codex, Gemini, and MiniMax when a problem benefits from multiple perspectives. 70+ custom skills that turn Claude Code into a domain-specific builder for whatever I'm working on.
The construction background gives me project management instincts, cost awareness, and a bias toward shipping over perfecting. The AI gives me reach across stacks I couldn't have learned one at a time.
┌─────────────────────────────────────────────────┐
│ │
│ 35 projects │
│ 3.6 million lines of code │
│ 8 languages │
│ 1 fine-tuned model (106K examples) │
│ 8 months │
│ │
│ Not because I'm fast. │
│ Because the tools changed │
│ what one person can do. │
│ │
└─────────────────────────────────────────────────┘
Strata Software Group
Mississippi
If you're hiring, building in construction tech, or curious what solo devs can do with AI — reach out.


