New AI Engineering Series · First Edition 2026

Build Real AI.
From Scratch.

100 Hands-On AI Projects — Beginner to Research-Grade

Written by a Senior AI Developer with real production experience

100 real, runnable projects covering NLP, computer vision, LLMs, and autonomous agents. Working code, exact tools, step-by-step execution, and GitHub links in every chapter.

100
Projects
3
Skill Levels
2026
First Edition
Real Code
100 Hands-On AI Projects Book Cover
Free Preview

Read before you buy.

8 free pages — foreword, full table of contents, and Chapter 01.

100-hands-on-ai-projects-preview.pdf Free
What's Inside

Three levels.
One complete journey.

Start anywhere. Every chapter stands alone. Together they take you from first API call to GPU-scale production.

Get All 100 Projects →
Beginner
CHAPTERS 01–30
Build immediately.

Basic Python, free APIs, zero ML theory. Just run the code.

  • Chatbot with Personality
  • Image Classifier
  • Face Detection App
  • Sentiment Analyzer
  • + 26 more projects
30
Projects
Intermediate
CHAPTERS 31–60
Real data. Real deploy.

Real datasets, APIs, and production deployment challenges.

  • PDF Chat Assistant
  • AI Code Reviewer
  • Deepfake Detector
  • SQL Query Generator
  • + 26 more projects
30
Projects
Advanced
CHAPTERS 61–100
Research-grade systems.

GPU-scale, deep ML, production architecture you can be proud of.

  • Custom LLM Fine-Tuning
  • Diffusion Model from Scratch
  • Protein Structure Predictor
  • Multi-Agent Debate System
  • + 36 more projects
40
Projects
Why This Book

Built for people who actually build.

Every design decision is about getting you to working code, faster.

Step-by-step execution

From zero to a running project. No assumed knowledge, no missing steps.

In every chapter
Consistent chapter format

Overview, tools, steps, pro tip, key concepts, GitHub link — every time.

Estimated time per project

Know how long before you start. Most beginner projects fit in 2–4 hours.

Difficulty ratings

Five-point scale per chapter so you always know where to start and what comes next.

GitHub reference links

Every chapter links to a real working implementation. Clone, run, learn from it.

100 repos
Pro Tips from experience

Hard-won insights in every chapter — what you'd only learn after building it yourself.

Get the Book and Start Building

100 projects · All levels · Secure checkout via Razorpay

Sample Chapter

What every chapter
looks like.

Open any chapter and start building in minutes.

CHAPTER 01 Beginner · 2–3 hrs
Chatbot with Personality
2–3 hours ● Difficulty 1/5
Key Concepts
LLMSystem PromptChat Loop

Build a conversational AI chatbot powered by the OpenAI API that responds in a chosen persona. Learn how LLMs work from the inside out.

  • A terminal-based or web chat interface
  • Custom system prompts that define personality
  • Conversation history that keeps context
Tools & Stack
Python · OpenAI API (GPT-3.5-turbo) · Flask or Streamlit
Book page preview
Ready to start?
Get all 100 projects.

Every level. Real code. GitHub links included.

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Reader Reviews

Builders love it.

From students to senior engineers across India.

Verified

Seedha kaam ki baat! Chapter 1 se hi build hona shuru. Koi theory nahi, bas code karo aur dekho. Ek weekend mein 5 projects done. 🚀 Absolutely loved it!

Rohit
Rohit Kulkarni
Software Engineer · Pune
Verified

Placement prep completely change ho gayi. RAG aur Deepfake wale projects interview mein direct aaye! Ekdum solid resource, highly recommend. 💯

Priya
Priya Sharma
Final Year CSE · IIT Bombay
Verified

I've tried a lot of AI books, but this one is genuinely different. The advanced projects — custom LLM, protein predictor — are production-quality work. Best investment I've made this year. 🔥

Arjun
Arjun Mehta
ML Engineer · Bangalore
Verified

12 log ka study group hai aur sab follow karte hain. GitHub links genius idea hai, clone karo, run karo, samjho. Best structured AI book! 👏

Divya
Divya Shenoy
Data Scientist · Chennai
Verified

Set aside 2-3 hours on a weekend and you walk away with a finished project. I've added 20+ AI projects to my resume because of this book. Interviewers actually ask about them. 🎯

Varun
Varun Tripathi
Backend Dev → AI · Delhi
Verified

My bootcamp students ne love kiya. Theory aur practice ka perfect blend. Pro Tips boxes are pure gold, real experience se likha hua! ⭐

Nandita
Nandita Krishnamurthy
AI Educator · Hyderabad
First Edition · 2026

Start building real AI today.

100 projects. Every level. Real code, real tools, real results.

Secure via Razorpay · Instant Download · GitHub Code Included · First Edition 2026