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HR & talent platform with AI search · Confidential

Confidential HR platform

An HR and talent platform with AI search, for a client under NDA.

Project under NDA: we show only the stack and the role, never the client’s name.

Ion Rusu, the founder of Bitnoda, worked on an HR and talent platform with AI search for a client under NDA. We describe only the stack and his role, never the client.

The challenge

Several services talking to each other, AI search, and deployments that must stay reproducible and easy to trace.

How it was built

  1. The services

    Async APIs in FastAPI and a Nuxt 4 front end.

  2. The messaging

    Services talk over NATS, with Redis alongside; data lives in SurrealDB.

  3. The AI search

    Search through MCP and Gemini, plus a Telegram bot.

  4. The operations

    GitOps on Kubernetes with Kustomize and ArgoCD, monitoring in Prometheus and Loki.

At a glance

  • AI search with MCP + Gemini
  • Services linked over NATS
  • GitOps: Kubernetes + ArgoCD

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