Summary
✨ AI‑Generated
Build and productionize a full-stack review application that allows users to validate and correct AI-extracted data. You will develop an Angular interface, design the API and service layer, connect application workflows to cloud storage and AI pipeline outputs, and improve deployment, authentication, observability, and overall correctness.
Highlights
Hands-on full-stack role covering frontend development, API and service design, cloud integration, deployment, observability, and authentication. Strong opportunity to productionize an AI-powered data workflow and own integration across system boundaries.
Description
About Us: Renaissance Info Systems is a technology and digital recruitment agency, connecting contract and permanent professionals with clients across Asia-Pacific.
We aim to differentiate ourselves through our level of responsiveness, and our understanding that comes from being an IT recruitment agency from the IT Industry.
Our recruiters balance sophisticated and simple inter-personal techniques to assure a strong candidate network.
Know More: http://www.reninfo.com.au
Software Developer
What you'll do
Build the review application in Angular — the UI that lets humans review, correct, and confirm extracted data.Drive productionisation — deployment, observability, and auth toward a reliable production platform.Design and implement the API/service layer that connects the frontend to the AI extraction workflow, with clean contracts and model translation across boundaries.Own integration and data plumbing — connecting the app to cloud storage and the pipeline's outputs.Fix correctness and data‑integrity issues at the product layer.Support the evaluation and pipeline infrastructure the Data Scientist relies on — runtime performance, fast local iteration, and CI/build tooling.
You own the plumbing; they own the metrics.Maintain documentation and engineering standards, including decision records for significant choices.What we're looking for
Required
Solid frontend web development with Angular (TypeScript)Strong Python engineeringGood grasp of web app + API architecture (REST patterns, auth, model/DTO design)Typed, tested, maintainable code (unit + integration testing)Experience deploying and operating apps on Azure (or a comparable cloud) — storage, identity, CI/CDComfort in an early‑stage codebase — scaffolding, pragmatic decisions, and hardening toward production as the stack evolves
Nice to have
C#/ASP.NET Core — helpful for the current BFF, though this layer may consolidate onto PythonLLM / document‑extraction application experience (Document Intelligence, Azure OpenAI, or similar)Backend‑for‑frontend patterns and API‑driven client/DTO generationMLOps / evaluation tooling (e.g.
Azure ML), container builds, and GitLab CI
Tech stack
Frontend: Angular (TypeScript) — the established, long‑term frontend framework for this projectBackend / API: Python (FastAPI) for the AI‑facing services, with a service/BFF layer bridging the UI and the AI backend.
The BFF is currently ASP.NET Core (C#/.NET); consolidating it onto Python after the proof‑of‑concept is a live possibilityCloud: Azure — Blob Storage, Document Intelligence, Azure OpenAI, Azure ML; managed‑identity authDelivery: GitLab CI/CD, devcontainers, conventional commits, decision recordsAgent-first Development: Github Copilot assisted development
Regards,
Reshu Seth
Recruitment Consultant
Renaissance InfoSystem
M: +61 478 487 026
E: reshu@reninfo.com.au
W: http://www.reninfo.com.au
