⚡ Free consultation calls are open for all! Talk to us →
Home / AI Training / AI Engineer Accelerator
Python & backend developers

AI Engineer Accelerator

Turn your backend experience into production AI engineering — RAG, agents, MCP and evals, the way teams really ship them.

Duration12 weeks
Time~90 live hours
FormatLive online · weekends, built for working professionals
LevelIntermediate · 1+ year as a developer

Is this for you?

Join if…

  • You’re a Python developer, or a backend developer in Java, Node, .NET or PHP, with 1+ years of experience
  • You want to move into AI or LLM engineering without starting from scratch
  • Your company is starting AI projects and you want to be the person who leads them

Pick another programme if…

  • You’ve never written code — start with the Python to AI Launchpad

By the end, you’ll be able to

Design and build production-grade RAG systems with citations and evaluations
Build AI agents with tool calling, LangGraph workflows and MCP servers
Turn natural-language questions into safe SQL over real databases
Measure quality with evals, and control cost, latency and safety
Ship AI features behind a real API — and explain every design decision in an interview

Curriculum

01Python for AI engineersAIWeek 1
  • Typed Python, async/await and Pydantic
  • Packaging and project structure
  • Fast-track bridge for Java, Node, .NET and PHP developers
02LLM fundamentals for engineersAIWeek 2
  • Tokens, context windows, cost and latency
  • Choosing the right model for the job
  • Structured outputs and function calling
03Embeddings and vector searchAIWeeks 3–4
  • Embeddings and chunking strategies
  • pgvector, Qdrant and Chroma
  • Hybrid search and re-ranking
04Production RAGAIWeeks 5–6
  • RAG architecture, grounding and citations
  • Building evaluation sets
  • Multi-tenant data isolation
  • SQL RAG: text-to-SQL over your own database
05AI agents and tool useAIWeeks 7–8
  • Tool calling and agent loops
  • LangGraph workflows
  • Model Context Protocol (MCP) servers
  • Human-in-the-loop design
06Reliability, safety and evalsAIWeeks 9–10
  • LLM evals and regression tests
  • Tracing, observability and cost tracking
  • Guardrails, prompt injection and PII handling
07Shipping AI to productionAIWeeks 11–12
  • FastAPI and Docker
  • Streaming, caching and rate limits
  • Cloud deployment
  • Capstone review with a team lead

What you’ll build

Production RAG service with citations and an evaluation suite
Text-to-SQL assistant over a million-row database
Multi-tool AI agent built with LangGraph
Your own MCP server that plugs into AI assistants
Capstone: an AI feature for a real business use case

Tools & technologies

Python 3.12FastAPIPydanticOpenAI & Anthropic APIsLangChainLangGraphMCPpgvectorQdrantDockerLangfuse

Who mentors you

Working senior Python developers and team leads — people who build and ship AI and backend systems for clients every week. They run the live sessions, review your code on GitHub and conduct your mock interviews. You learn the way their own teams work.

Your certificate

Issued by Ezibell Tech, an MSME (Udyam) and GST registered company in India, with a unique ID listed on our public verification page.

Questions

I’m a Java/Node/.NET developer, not Python. Is that okay?

Yes. Week 1 includes a fast-track Python bridge for backend developers, and the rest of the programme is about engineering concepts you already understand — APIs, data, reliability.

Is this theory or hands-on?

Hands-on. Every module ends with working code you push to GitHub, and the capstone is reviewed the way a team lead reviews production work.

Which LLMs do we use?

We work with the major commercial APIs and open-source models, and teach you how to choose between them on cost, quality and privacy — so your skills don’t depend on one vendor.

Are classes live or recorded?

Live and interactive, with mentors who answer your questions in the session. Every class is also recorded so you can revise or catch up.

Who are the mentors?

Working senior Python developers and team leads who build AI and backend systems for clients — not full-time lecturers. They teach what they use at work every week.

Is the certificate recognised?

Your certificate is issued by Ezibell Tech, a Government of India–registered company (MSME/Udyam and GST registered). It carries a unique ID that anyone can verify on our website. It is a professional training certificate — not a university degree or a government accreditation — and its real value comes from the projects you build and the mentors who can vouch for your work.

What are the fees? Is EMI available?

Fees depend on the programme and batch. Message us on WhatsApp or call, and we’ll share the current fee, instalment options and any student discount within a few hours.

Do you guarantee a job?

No — and be careful of anyone who does. We give you real skills, a portfolio, interview practice and introductions within our network.

📞