App
Pitwall Lab
Race intelligence for every lap: live or replay gaps, strategy, tyre deg and circuit maps on iPhone.
ryanlugg.com/pitwall (opens in a new tab)Open to AI engineering roles
I ship products and agents in public.
AI engineer in Jacksonville, Florida. I build multi-user SaaS, trading systems and native iOS apps, solo, from design to deploy.
Work and milestones
Newest first
AppBrain Dump
Speak your mind. Find it later. A voice notebook with on-device transcription and search.
ryanlugg.com/braindump (opens in a new tab)
AppMuse
Collect what inspires you. Saves from Instagram, X and Safari, sorted by kind on iPhone, iPad and Mac.
ryanlugg.com/muse (opens in a new tab)- Certificate
Google AI Professional Certificate
Eight courses from Google on Coursera, from AI fundamentals to vibe coding and app deployment.
Verify on Credly (opens in a new tab) 
Web productGood Word Reviews
Review-generation service for local businesses, with SEO audits, outreach and a lead dashboard.
goodwordreviews.com (opens in a new tab)
Web productquantlab.bot
Product store and showcase for four trading bots, with live tape charts and a playbook guide.
quantlab.bot (opens in a new tab)
Web productQuantLab Journal
Multi-user trading journal SaaS for prop traders, with trade replay, mentor mode and a Quant AI coach.
quantlabjournal.com (opens in a new tab)- Milestone
Started building full time
Went all in on shipping my own products, solo, from design to deploy.
Read more
What I am building now
F1 constructors in 3D In progress
A scroll through all eleven 2026 teams at ryanlugg.com/f1. Ferrari has a 3D livery timeline from 2022 to 2026. The other ten teams are next.
Backtest promotion gates In progress
A strategy only advances to event driven validation after clearing Sharpe, Monte Carlo and trade count gates.
Event driven validation In progress
A second NautilusTrader stage with its own order and fill model, to catch what vectorized backtests miss.
Pine Script indicator library In progress
Thirteen shared modules indicators copy from rather than reimplement. 364 commits in 60 days.
Agent workflow orchestration Shipped
Five reusable workflows plus a watchdog that audits a live session every ten minutes and can block tools.
Daily tools
- Languages
- Python, TypeScript, JavaScript, Swift, Bash, HTML, CSS
- Frameworks and data
- React, Next.js, Node.js, SwiftUI, Tailwind, Supabase, PostgreSQL, SQLite, pandas
- AI and services
- Anthropic, OpenAI, MCP, Stripe, Telegram, Discord
- Infrastructure
- Vercel, Cloudflare, Git, GitHub
Building full time
- Location
- Jacksonville, Florida
- Focus
- Building full time since August 2026
- Looking for
- Salaried AI engineering role
- Stack
- Next.js, Supabase, Python, Swift, MCP
Since August 2026 I have been building full time. I run QuantLab Journal, a multi-user trading journal SaaS, alongside a fleet of live trading bots, three native Apple apps and a review-generation business for local shops.
I work end to end across the stack. Next.js and Supabase for SaaS. Python for bots and agents. Swift and SwiftUI for Pitwall Lab, Muse and Brain Dump. MCP tooling around Claude for research and ops.
I want a salaried AI engineering role where I build production systems. Reach out if the fit is clear.
Ready for the next role.
Email is the fastest way to reach me about roles or freelance work.