AI full-stack engineer building production LLM systems
Sydney, Australia · RAG · LLM agents · eval-driven prompting · Spring Cloud · Next.js
I ship LLM systems end-to-end — retrieval, evaluation, model routing, and the backend that serves them — across applied LLM engineering, full-stack delivery, and cloud-native 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 — fetches roles, scores them 0–100 against your profile, tailors a résumé per JD, and auto-fills the application.
Next.js · TypeScript · Prisma · Postgres · 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
|