Stop learning tools.
Start building proof.
The only first-principles AI program designed for software engineers. Build 7 production-grade AI systems, publish a portfolio tech recruiters can't ignore, and command the AI-native salary premium. No math degree required.
Priyam Dalmia
- IIT Kharagpur alumnus
- AI Research Engineer at Google (current)
- Ex–Microsoft Research (Self-taught, zero academic ML background)
- Ex–AMEX AI/ML
- Trained over 1,000 engineers
I studied Aerospace and worked in fluid dynamics. I knew I wanted to move into AI — but nobody was there to tell me which projects to build, how to build them, or how to present them. I figured it out by doing.
Once I built the right projects and showed them properly, I landed Microsoft Research. That one move changed the trajectory of my career — and eventually led me to Google.
The gap isn't intelligence. It's practice and direction. That's exactly why Inspire AI exists — to give every engineer the blueprint I had to discover the hard way.
Real SDEs. Real career transitions.
These are actual quotes from people who completed the program — not generated testimonials.
The course helped me easily add three solid projects to my resume. The modules prepared me for follow-up questions interviewers had for me on the projects. Loved the end-to-end nature of the project. 10/10 recommended for anyone looking to get their hands dirty with ML.
Every resource was either too shallow or too overwhelming — this course made everything intuitive. What amazed me most was how much I learned in such a short time without feeling overwhelmed. It truly was my game-changer for cracking a Day 1 interview.
I had zero knowledge in ML and this course created a great interest in me. I completed the full project and added it to my resume. In my Flipkart interview for a Supply Chain & PM role, they asked me a lot about this project — and I got the offer.
It felt like hitting a reset button on my fundamentals — covering everything I'd forgotten in such a short time but in a way that didn't feel rushed or shallow. Thanks to this course, I felt fully prepared no matter what the interviews threw at me.
This course was a complete game-changer as I prepared for my interview. It managed to deliver both the big picture and the important details in a way that felt easy to grasp. For the first time, I felt like I had a guide that covered everything I needed without the overwhelm.
Chasing tools won't get you hired.
Standard tutorials show you how to call API wrappers. We teach you how to build the underlying systems.
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Watch hours of video playlists without writing a line of code.
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Collect copy-paste prompt templates that don't impress recruiters.
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Collect generic certificates that look exactly like everyone else's.
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Stay stuck as a commodity developer in crowded job markets.
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Build 7 production-grade AI systems from first principles.
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Deploy a public, verifiable portfolio on GitHub and LinkedIn.
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Gain the confidence to lead architecture discussions and team meetings.
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Unlock roles and salaries that value first-principles engineering capability.
Visual proof of what you'll build.
Stop watching tutorials. Start building interactive tools, visualizers, and workflows.
7 industry-style AI projects.
Not toy demos. Real proof.
Each project is guided end-to-end. You build it, understand it, document it, and publish it — so it actually shows up on your resume and LinkedIn.
Training Your Own ML Model
Stop treating ML like magic. Train a real model, break down how learning actually happens, and build intuition around data, optimization, and model behavior. Genuinely technical AI understanding.
Gradient Descent Visualiser
Understand how models learn by building the mechanism that drives it. This gives you the foundation to explain AI decisions confidently in any technical or non-technical conversation.
Image Generation Workflow
Go from consuming cool tools to actually using them for product design, marketing, and idea testing. Build generative image workflows that showcase modern, cross-functional AI thinking.
AI Video Content System
Apply video generation AI to a real-world use case. These projects make your profile look more modern, practical, and versatile — useful far beyond "AI-only" roles.
AI News Intelligence Agent
Build a multi-step agent that monitors news, surfaces insights, and delivers structured output. This is closer to a real workflow than any classroom exercise — the kind of project that generates interviews.
Adaptive AI Teacher Agent
Build an AI tutor that adapts how it teaches based on the learner's responses, understanding, and progress. The agent decides what to explain, what to ask next, and when to reinforce concepts — creating a personalised learning experience instead of a fixed chatbot flow.
Document Review Automation
Build a business-use-case AI agent that reviews documents and extracts structured information. The full-stack capstone. Publish it, put it on your resume, and talk about it in interviews.
8 structured modules. No long playlists.
Short, focused modules built for working professionals with a busy schedule. Intuition-first, not math-heavy. Roughly 100 minutes of lectures, 150 minutes of guided activities — completable alongside your job in a few weeks.
Introduction to Machine Intelligence
Go beyond the buzzwords. Build a robust mental model of how modern AI and ML systems actually learn, why they work, and where they fail. First principles for real engineers.
FoundationsMachine Learning Fundamentals
Master the building blocks of every modern AI system: data pipelines, model architecture, and training loops. Includes your first hands-on guided project.
Foundations Guided ProjectHow Models Actually Learn — Gradient Descent
Stop treating ML as a black box. Understand and visualize the exact mathematical mechanism (Gradient Descent) that drives model training.
Foundations Guided ProjectGenerative AI — LLMs, Prompting & Modern Systems
Large Language Models explained properly. Dive into transformer architecture, how they are trained, and advanced prompting techniques used in production environments.
GenAIImage & Video Generation AI
Discover how diffusion models generate high-fidelity images and video. Apply this to real-world product design and content workflows with two full guided projects.
GenAI 2 Guided ProjectsCoding with AI
Leverage AI as a serious engineering co-pilot—not just autocomplete. Ship faster and write production-grade code, featuring a guided project with resume assistance.
Applied AI Guided Project Resume AssistanceAgentic AI — State-of-the-Art Systems
The cutting edge of AI. Build multi-step, reasoning agents that solve real problems. Work through three agentic projects: a News Intelligence Agent, an Adaptive AI Teacher Agent, and a Document Review Agent.
Agents 3 Agentic ProjectsShowcase & Portfolio Publishing
Your skills only matter if the market sees them. Get step-by-step resume assistance and learn to publish your 7 projects on LinkedIn and GitHub so premium tech recruiters actually notice you.
Career Impact Resume AssistanceEverything you get inside the program.
Let's break down the actual value of what's included in this offer.
One investment. Proof that lasts.
AI-skilled roles pay 53% more at the median. This course is the structured path to getting there.
Inspire AI — Build, Prove, Get Noticed
- All 8 structured modules — short & focused
- 7 fully guided, industry-style projects
- Resume and online showcasing guidance
- Portfolio publishing system (LinkedIn + GitHub)
- Quizzes and exercises throughout
- Verifiable Certificate of Completion
- Works alongside your job — complete in 4–8 weeks
Common things people ask.
Straight answers — no fluff.
The AI opportunity is real.
The question is how you use it.
Most people will keep watching tools, collecting reels, and wondering why nothing's changing. You don't have to be one of them.
No ML background required · Complete alongside your job · Over 1,000 engineers trained