I'm a multidisciplinary professional working at the intersection of AI/ML, fintech, full-stack development, and creative arts. With over 20 years of experience and a passion for building—whether it's an autonomous AI system, a scalable SaaS platform, or a mathematical proof—I thrive on transforming ideas into impact.
- AI/ML Engineer & Developer: Building autonomous AI systems, machine learning platforms, and intelligent automation tools. Creator of ralph-claude-code, an autonomous AI development framework, and narrative-modeling-app, an AI-guided data modeling platform.
- Full-Stack Developer: Architecting and coding n‑tier web apps with Next.js, FastAPI, MongoDB, deployed on Vercel & Render. Expertise in Python, JavaScript/TypeScript, and modern web frameworks.
- Fintech Consultant & Author: 20+ years in retail and commercial banking analytics. Author of Seven Billion Banks advocating personalized banking experiences via data-driven insights.
- Mathematics Enthusiast: Graduate-level research in algebraic topology and K-theory of finite loop spaces. Passionate about homotopy theory, spectral sequences, and publishing academic work.
- Author & Entrepreneur: Deep consulting experience in scaling services companies. Author of Scale: How to Grow Your Business by Working Less, Scalable Consulting, and Personalizing Your Marketing (co-author Mark Nogaki).
- Music Composer: Hobbyist composer for film and media, exploring ways to blend visuals and sound in storytelling.
- Polyglot Learner: Fluent in German; conversational in Russian, French, and Italian. Always curious about language, culture, and new perspectives.
An autonomous AI development framework that enables Claude Code to work iteratively on projects until completion. Features intelligent exit detection, rate limiting, circuit breaker patterns, and comprehensive safety guardrails to prevent infinite loops and API overuse. Built with Bash, integrated with tmux for live monitoring, and includes 75+ comprehensive tests.
Tech Stack: Bash, Claude Code CLI, tmux, jq, Git, BATS testing framework
AI-driven platform for exploratory data analysis that democratizes machine learning for non-technical analysts. Features drag-and-drop data import, automated EDA, AI-powered model suggestions, and SHAP-based explainability. Combines automation with storytelling-driven guidance.
Tech Stack: Next.js, FastAPI, MongoDB Atlas, scikit-learn, XGBoost, SHAP, Docker, AWS S3
Open-source project management system generating Excel spreadsheets with Gantt charts and probabilistic timeline predictions. Features Monte Carlo simulations for confidence intervals, critical path analysis, and dependency resolution. Planned AI features include natural language project creation and automatic dependency inference.
Tech Stack: Python, FastAPI, MongoDB, Monte Carlo Engine, Critical Path Method (CPM)
Built a Next.js front end with Cloudinary image storage, a FastAPI backend (Beanie + MongoDB), and Stripe-powered dynamic pricing—deployed seamlessly on Vercel & Render.
Tech Stack: Next.js, FastAPI, MongoDB, Cloudinary, Stripe, Vercel, Render
AI-powered email assistant leveraging natural language processing for intelligent email management and automation.
- Seven Billion Banks: How a Personalized Banking Experience Will Save the Industry — my deep dive into customer-centric banking powered by advanced analytics and AI.
- Check out my other publications available on my Amazon author profile
- Contributor to fintech publications and speaker at industry conferences on data personalization and regulatory compliance.
- Host of The 6 to 7 Figures Show Podcast on Spotify
- Expanding ralph-claude-code with advanced autonomous development capabilities
- Scaling the narrative modeling assistant into a production-ready SaaS MVP
- Building next-generation AI assistants and automation tools
- Publishing a series of homotopy theory expositions and code-driven math notebooks
- 🌐 Website: frankbria.com
- ⌨️ Blog: Code & Context
- 📬 Email: [email protected]
- 🔗 LinkedIn: linkedin.com/in/frankbria
- 🎵 Frank Bria Music Website: frankbriamusic.com
"I build intelligent systems—through code, AI, mathematics, and music." Frank Bria