About InfraSync
InfraSync scans live AWS accounts and generates production-grade Terraform HCL — with drift detection, scheduled scans, and GitHub PR integration across 89+ AWS services. We turn undocumented, hand-built cloud infrastructure into reviewable, version-controlled code.
InfraSync is built by Linxus Infotech Private Limited. We're small, shipping quick, and building the AI layer that makes infrastructure-as-code generation genuinely intelligent rather than template-driven.

The Role

We're hiring an AI Engineer to build and extend the AI capabilities inside InfraSync. You'll work on the systems that read messy real-world AWS environments and produce Terraform a senior engineer would actually merge — plus the retrieval, agent, and evaluation layers that keep those outputs accurate as we scale across services.
This is a hands-on build role. You'll write code across the AI pipeline and the product surfaces that expose it, and you'll own the quality of what the models produce.

What You'll Do
Design and ship AI workflows on AWS Bedrock — model selection, prompt architecture,



tool/function calling, agent orchestration, and cost/latency tuning
Build and improve RAG pipelines over AWS service documentation, Terraform provider schemas, and internal infrastructure knowledge — chunking, embedding, retrieval quality, reranking, and grounding
Extend our HCL generation engine so output is idiomatic, provider-version-correct, and passes terraform validate and plan cleanly
Improve drift detection intelligence — classifying meaningful drift vs. noise and explaining changes in plain language
Build agentic workflows that reason across multi-service AWS environments and produce coherent, dependency-aware Terraform modules
Stand up evaluation harnesses and regression suites for AI output: correctness, hallucination rate, schema conformance, and cost per run
Build the product surfaces for these features in React/TypeScript — review UIs, diff views, explanation panels
Write bac

📌 AI Engineer (Pune)
🏢 Linxus InfoTech Private
📍 Pune