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AI Engineer resume that proves you ship LLM apps

AI Engineer is the most-searched AI role in 2026. Recruiters want shipped LLM features, agents, and RAG — not model theory. We rewrite your resume around production AI you have built.

Salary: ₹15–50 LPAGlobal: $120K–$220K16 ATS keywords

What every resume must prove

  • Production LLM application (chat, search, or agent)
  • RAG pipeline with vector database
  • Agent framework (LangChain, LangGraph, CrewAI)
  • FastAPI or Next.js API layer
  • Evaluation and prompt management

What makes you stand out

  • MCP server integrations for tool use
  • Multi-agent orchestration with LangGraph
  • Streaming SSE responses and token-level UX
  • Fine-tuning open models (Llama, Mistral)
  • Vector DB selection rationale and hybrid search

Portfolio projects to put on your resume

Customer support AI agent

LangGraph · pgvector · FastAPI · OpenAI

Resolved 60% of tier-1 tickets autonomously

Internal RAG search

LangChain · Pinecone · LiteLLM

Served 2K employees with sub-second retrieval

MCP tool integrations

MCP · GitHub · Slack · LangChain

Automated 5 engineering workflows, saving 10 hrs/week

ATS keywords for this role

AI EngineerLLMRAGLangChainLangGraphCrewAIMCPVector databaseFastAPIPrompt engineeringAI agentsOpenAIAnthropicGeminiHuggingFaceFine-tuning

Include these verbatim where they match your real experience. ATS systems scan for exact terms — but never lie. We help you place them truthfully during the rewrite.

Bullet templates you can copy

1Built AI agent with LangGraph handling {N} user intents, automating {X}% of workflow
2Shipped RAG feature with {vector_db} serving {N} docs at {latency} p99
3Integrated {N} MCP servers for tool use, automating {hours} hrs/week of manual work
4Deployed LLM app on FastAPI + Next.js with {N} daily active users

Replace placeholders like {X}, {N}, {latency} with your real numbers.

Common mistakes to avoid

  • Only course projects, no shipped AI feature
  • No evaluation or testing of LLM outputs
  • Listing prompt engineering without production context
  • Missing API / backend layer (FastAPI, Next.js)
  • No vector DB or retrieval evidence

Get your AI Engineer resume rewritten

Full Resume Rewrite at ₹4,999 (India) or $149 USD (international) — 5 days turnaround, 2 revisions, role-specific ATS optimization. 🎓 Students save 30%.