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Base Camp Digital Hiring! Full Time AI Full Stack Engineer in - Ricebowl

AI Full Stack Engineer

Base Camp Digital

Undisclosed

Full Time

Singapore

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Working Location

  • Singapore

Job Description

Responsibilities

Job Summary:
We are looking for an AI Full Stack Engineer who combines:
  • Full stack development (Next.js frontend + Node.js backend)
  • AI application engineering (LLMs, RAG, agentic workflows)
  • Production engineering (Docker, Kubernetes, observability, reliability)
  • Strong ownership from design through deployment

Job Responsibilities:
  • Build end-to-end product features across frontend, backend, and AI integrations
  • Design agent workflows that handle planning, tool use, failure, and recovery across multiple steps.
  • Integrate LLMs, memory, and external tools into systems that behave reliably under real-world conditions
  • Design real-time AI interactions with streaming, partial results, and tight latency constraints
  • Improve system reliability, observability, and fallback mechanisms
  • Collaborate closely with ML, backend, and product teams to ship features end-to-end
  • Continuously iterate based on real usage and failure modes

Required Skills:
  • Strong experience in full stack engineering (frontend + backend)
  • Solid understanding of system design and API architecture
  • Experience working with LLMs, RAG systems, or AI-powered applications
  • Ability to handle ambiguity and make pragmatic engineering decisions
  • Strong ownership - able to take features from idea to production
  • Comfort working in fast-moving environments with evolving requirements

Required Tech Stacks:
  • Next.js
  • Python
  • Node.js
  • Pytorch
  • OpenAI / Anthropic / open-source LLMs
  • SQl & noSQL
  • Kubernetes
  • Docker

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