AI full-stack engineer building production AI systems
Sydney, Australia · RAG systems · LLM agents · Spring Cloud · Next.js
I build AI-native products where prompts, retrieval, model routing, evaluation, backend reliability, and product UX are treated as one production system. My work sits at the intersection of applied LLM engineering, full-stack product delivery, and cloud-native system design.
|
Current focus RAG-powered agents, portable AI skill packs, eval-driven prompting, and multi-provider LLM orchestration. |
Engineering base Java / Spring Cloud services, TypeScript frontends, Postgres-backed product systems, and CI/CD delivery. |
Operating style Ship useful software, keep model behavior observable, and turn fragile prompt glue into reusable systems. |
|
AI job-search platform built around Claude Code, structured prompt workflows, and multi-provider LLM routing.
Next.js · TypeScript · Prisma · Claude · MV3
|
Spring Cloud microservices platform with JWT SSO, RabbitMQ event flow, RBAC, and audit-oriented backend design.
Java · Spring Cloud · MySQL · RabbitMQ · Docker · AWS
|
Sydney · Always shipping · Open to AI engineering opportunities