Full Stack AI Engineer

24 hours ago


Gurugram, India CapServ Full time

Full-Stack AI Engineer (Intern or Full-Time)

Stack: Java/Spring (backend), React (web), Flutter (mobile), MCP, Python/Node, Docker

Location/Mode: Gurgaon
• Onsite/Hybrid

Role

Ship production AI agents (chat + voice) tightly integrated with our Java APIs via MCP. Own the pipeline end-to-end: prompts → tools → RAG → evals → deploy → observe.

Responsibilities


• Expose Java/Spring endpoints as MCP tools/servers; wire agents to use them safely.


• Build LLM agents (workflow/chat/voice IVR) with streaming UX in React/Flutter.


• Voice stack: ASR (Whisper/Cloud) + TTS + real-time audio.


• Data layer: embeddings, vector DB (pgvector/Pinecone/Weaviate), caching, rate-limits.


• Evals & guardrails: latency/cost metrics, prompt/versioning, safety/PII handling, logs/traces.

Must-Haves


• Evidence of shipped agents (links/GitHub): tool/function-calling, retrieval, or voice bot.


• Practical RAG & embeddings; REST/WebSockets; Docker; basic CI/CD.


• Comfortable reading Java/Spring; one runtime for AI services (Python or Node).


• SQL (Postgres) and queues/batch basics.

Nice-to-Have


• Direct MCP experience; local models (Ollama); OpenTelemetry; AB tests/feature flags.


• Flutter/React chat or voice component integration.

What to Submit


• Resume + GitHub + 1–2 live demos.


• 5-line summary of your most complex agent: architecture, evals, p95 latency, cost/session, and which Java endpoints/tools (or MCP design) it used.


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