What does a Forward Deployed AI Engineer do?

An FDE sits with the client, finds the real problem behind the request, then designs, builds, deploys and runs the AI solution that fixes it. One person, the whole journey.

I have never written code. Can I join?

Yes. The Foundation Track starts from zero: Python, Git & GitHub, SQL & Data, APIs & the Web, Cloud Basics and Communication Skills.

Plus Two pass-outs from any stream, graduates and working professionals.

How long is the course, and when are classes?

6 months: 5 months of mentorship and practicals, then 1 month of internship in collaboration with Excape AI. It is hybrid, with two batches. Batch 1: Monday to Wednesday offline at Campus 01, Thursday to Saturday online. Batch 2: Thursday to Saturday offline, Monday to Wednesday online. The next batch starts on 15 November.

Is the internship included?

Yes. After you complete the course, you spend one month on real work in collaboration with Excape AI.

Which language are classes in?

English, in simple words, with Malayalam support.

What do I have at the end?

8+ portfolio projects, internship experience with Excape AI, a Begin8 FDE certificate, and resume and interview preparation.

Do you guarantee a job?

No. We do not promise or guarantee jobs or placements. We get you ready with real projects, an internship, a portfolio, and resume and interview preparation.

The Forward Deployed AI Engineer course is ₹45,000 for the full 6 months, a launch offer (regular fee ₹95,000). Call or WhatsApp us on +91 62826 38237 to join.

6-month career programNext batch starts 15 November

Forward Deployed AI Engineer

Name: Forward Deployed AI Engineer
Price: 45000 INR

The Most Trending Tech Role in the World Today

Meet the client. Build the AI. Ship it live.

See the roadmap

Launch offer

₹45,000Regular fee ~~₹95,000~~53% off

01Discover02Frame03Design04Build05Evaluate06Deploy07OperateThe clientThe productYou

6 Months: 5 months course + internship with Excape AI
Hybrid: 3 days at Manjeri + 3 days online, every week
No coding needed: Start from zero. Plus Two and above
Internship partner

The role

The engineer who sits with the client and ships the solution.

A Forward Deployed AI Engineer (FDE) works directly with a business, finds the real problem behind its request, then designs, builds, deploys and runs the AI solution that fixes it. One person, the whole journey.

Forward Deployed

Works at the client's front line: their office, systems, data and daily problems.

Builds with large language models, RAG, AI agents and machine learning.

Engineer

Writes production code. Ships working software, not slide decks.

One role. The whole journey.

Simplified view of who usually owns each stage

Disc.DiscoverDesignDesignBuildBuildDeployDeployOpsOperateAdoptAdopt

Software Engineer

AI / ML Engineer

Solutions Architect

You, as an FDE

Five hats

One role. Five hats.

A Forward Deployed AI Engineer does the work of five people, from the first client meeting to a live AI product.

You are the

Detective

Finds the real problem behind the request.

Learn to wear all five

Five hats

One role. Five hats.

A Forward Deployed AI Engineer does the work of five people, from the first client meeting to a live AI product.

01
Detective
Finds the real problem behind the request.
02
Architect
Designs a solution that fits the client's world.
03
Builder
Writes, tests and ships production code.
04
Operator
Keeps it reliable, safe and affordable.
05
Translator
Explains trade-offs to staff and CEOs alike.

Learn to wear all five

The roadmap

Zero to career ready in 6 months.

5 months of mentorship and practicals. Then 1 month of internship.

1
Phase 01 · Month 1
Foundations & Discovery
Code from zero, and learn to run client meetings and frame problems.
2
Phase 02 · Month 2
Production Engineering
APIs, databases and testing, built fast with Claude Code.
3
Phase 03 · Month 3
Generative AI & LLMs
Prompting, RAG and document AI over a client's own data.
4
Phase 04 · Month 4
Agentic AI & Evaluation
Tool-using agents with MCP, human approval and real evaluations.
5
Phase 05 · Month 5
Deploy, Operate & Deliver
Ship to cloud or on-premise, monitor it, then demo and hand over.
6
Phase 06 · Month 6
Internship with Excape AI
Real work, in collaboration with Excape AI, after you complete the course.
Career ready

Live Curriculum

13 stages. Always live.

From your first line of code to client handover. Every stage is updated as AI changes, and checked by experts for industry readiness.

Part 1 · Stages 00 to 06

Understand the client. Design the solution.

- Python
- Git & GitHub
- SQL & Data
- APIs & the Web
- Cloud Basics
- Communication Skills

Part 2 · Stages 07 to 12

Build it. Ship it. Hand it over.

Then

Internship with Excape AI

One month of real work in collaboration with Excape AI, after you complete the course.

How you learn

Built for beginners. Ready for real clients.

One running case study

One client, through every stage.

A fictional Manjeri wholesaler, taken through every stage of the course. You discover the real problem, then design, build and ship the fix.

Discover

01Discover
02Frame
03Design
04Build
05Evaluate
06Deploy
07Operate

01
Mentor-led sessions
Short, simple and example-led.
02
Hands-on practicals daily
Build with real code every day.
03
Mock client meetings
Practise discovery calls and demos.
04
Weekly client role-plays
Get used to real client conversations.
05
Peer code reviews
Review and improve each other's code.
06
Internship
Real work with Excape AI after the course.

Tools you'll work with

Real tools. Real stack.

PythonFastAPIPostgreSQLClaude CodeClaude & OpenAI APIsLangGraphMCPpgvectorPythonFastAPIPostgreSQLClaude CodeClaude & OpenAI APIsLangGraphMCPpgvector

DockerGitHub ActionsAWS / AzureLangfuseStreamlitNext.jsSAP AI CoreDockerGitHub ActionsAWS / AzureLangfuseStreamlitNext.jsSAP AI Core

Batches

$ begin8 choose --batch

Pick your batch.

One course, two batches. Every week you learn three days at Campus 01 in Manjeri and three days online, Monday to Saturday.

Next batch starts 15 November

Batch 1

Offline at Campus 01: Mon to Wed
Online: Thu to Sat

6 months: 5 months of mentorship and practicals, then 1 month internship with Excape AI.

Internship included

Batch 2

Offline at Campus 01: Thu to Sat
Online: Mon to Wed

6 months: 5 months of mentorship and practicals, then 1 month internship with Excape AI.

Internship included

Next batch: 15 NovemberBatch 1 and Batch 2
Hybrid: 3 + 3 daysOffline in Manjeri and online, every week
Coming soon: New citiesCalicut and Bengaluru

Who can join

Plus Two pass-outs (any stream)
Graduates
Working professionals

No coding background needed. The Foundation Track starts from zero.

Launch offer

₹45,000Regular fee ~~₹95,000~~53% off

For the full 6-month course

Language: English, in simple words, with Malayalam support.

Internship included

Learn for 5 months. Work for 1.

Finish the course, then put your skills to work in a real team: one month of real AI work in collaboration with Excape AI.

In collaboration with

Real projects · Real teams · Real experience

When

After you complete the 5-month course

How long

One month

With

Excape AI, our internship partner

Outcomes

What you graduate with.

Portfolio projects

Internship experience with Excape AI
Begin8 FDE certificate
Resume and interview preparation

Roles you can grow into

Grow intoAssociate FDE

Associate FDE
AI Solutions Engineer
Applied AI Engineer
AI Implementation Engineer
Freelance AI Consultant

We prepare you for these roles. We do not promise or guarantee a job or placement.

Why now

FDE job postings on Indeed

FDE job postings jumped 8x in one year.

Forward Deployed Engineer job postings grew more than 8x in a year, from 643 in April 2025 to 5,330 in April 2026.

Source: Indeed data via Business Insider

And in India

19x

FDE job postings in India rose about 19x year on year in June 2026.

Source: Indeed, report published 14 October 2026

These figures describe the job market. They are not a promise of a job. Begin8 does not guarantee jobs or placements.

FDE questions

Before you register.

Call WhatsApp

An FDE sits with the client, finds the real problem behind the request, then designs, builds, deploys and runs the AI solution that fixes it. One person, the whole journey.

Admissions open

Your first client is waiting.

Register for the Forward Deployed AI Engineer course. Hybrid: three days at Campus 01 in Manjeri and three days online. Next batch starts 15 November.

+91 62826 38237 WhatsApp

Forward Deployed AI Engineer

The engineer who sits with the client and ships the solution.

One role. The whole journey.

One role. Five hats.

One role. Five hats.

Detective

Architect

Builder

Operator

Translator

Zero to career ready in 6 months.

Foundations & Discovery

Production Engineering

Generative AI & LLMs

Agentic AI & Evaluation

Deploy, Operate & Deliver

Internship with Excape AI

13 stages. Always live.

00Foundation Track6 topics

01Client Discovery6 topics

02Problem Framing & Scoping6 topics

03Solution Design5 topics

04Production Engineering6 topics

05AI-Assisted Coding with Claude Code6 topics

06Generative AI & LLM Engineering6 topics

07Agentic AI Engineering6 topics

08Evaluation & Responsible AI6 topics

09Cloud & Enterprise Deployment7 topics

10Production Operations6 topics

11Client Delivery & Leadership7 topics

12Career Readiness5 topics

Built for beginners. Ready for real clients.

One client, through every stage.

Mentor-led sessions

Hands-on practicals daily

Mock client meetings

Weekly client role-plays

Peer code reviews

Internship

Real tools. Real stack.

Pick your batch.

Batch 1

Batch 2

Learn for 5 months. Work for 1.

What you graduate with.

FDE job postings jumped 8x in one year.

Before you register.

What does a Forward Deployed AI Engineer do?

I have never written code. Can I join?

Who can join?

How long is the course, and when are classes?

Is the internship included?

Is it online or offline?

Which language are classes in?

What do I have at the end?

Do you guarantee a job?

What are the fees?

Your first client is waiting.

The engineer who sits with the client and ships the solution.

One role. The whole journey.

One role. Five hats.

One role. Five hats.

Detective

Architect

Builder

Operator

Translator

Zero to career ready in 6 months.

Foundations & Discovery

Production Engineering

Generative AI & LLMs

Agentic AI & Evaluation

Deploy, Operate & Deliver

Internship with Excape AI

13 stages. Always live.

00Foundation Track6 topics

01Client Discovery6 topics

02Problem Framing & Scoping6 topics

03Solution Design5 topics

04Production Engineering6 topics