# JMHB LTD — AI Engineer & Full-Stack Developer

> JMHB LTD is a UK-based applied-AI engineering and full-stack software studio
> (registered in Scotland, No. SC802251). Four-plus years working with large
> language models, building and operating production web, mobile and API products
> end-to-end with AI coding agents (Claude Code, OpenAI Codex) and frontier models
> (Claude, GPT, Gemini, DeepSeek). Currently open to applied-AI / AI engineer roles.

## Core focus
- Building production software with AI coding agents — real, live products, not demos
- Multi-step agentic workflows: plan, edit, test and verify across live codebases
- Prompt & context engineering against real repositories
- Frontier-model fluency (Claude, GPT, Gemini, DeepSeek) and LLM API integration
- Full-stack delivery & ops: React/Next/React Native, Node/FastAPI, Postgres, Linux/Nginx/Docker, CI/CD

## Shipped products
- [BetFinder](https://betfinder.live): Data-driven positive-expected-value betting insights across sports markets, built on real-time odds ingestion and a fair-odds model.
- [07Flip](https://07flip.com): Old School RuneScape Grand Exchange flipping dashboard, plus a companion RuneLite plugin.
- [Mastermind](https://mastermind.lakebed.app): Web application.
- [Mealtime Magic](https://getmealtimemagic.com): Published Android app for meal planning.
- [PinGrid](https://pingrid.jmhb.dev): Web application with a licensed API backend.
- [Decorating Solutions](https://decorating-solutions.com): Web application.
- Tokenlytics: Private crypto trading & analytics platform (no public link).

## Contact
- Email: contact@jmhb.dev
- Code: https://github.com/UserD40
- Site: https://jmhb.dev