Document Similarity & Search Engines
Build the engine behind "show me docs like this one" — turn text into vectors and find near-matches the way real search and recommendation systems do.
Go from beginner to AI-ready in 8 weeks
A structured Generative AI program built by an ex-Mercedes-Benz AI lead. Build real projects and ship with confidence.
Lifetime access Live sessions Portfolio + resume review
Trusted by learners from
Mercedes-Benz R&D HP Wipro TCS Persistent Systems Hero Electronix IIT · NIT cohorts
Mercedes-Benz R&D HP Wipro TCS Persistent Systems Hero Electronix IIT · NIT cohorts
Mercedes-Benz R&D HP Wipro TCS Persistent Systems Hero Electronix IIT · NIT cohorts
Mercedes-Benz R&D HP Wipro TCS Persistent Systems Hero Electronix IIT · NIT cohorts
WHY GENERATIVE AI?
The same AI I built for self-driving cars now powers the tools you use daily. Learn to build with it — not just use it.
Build things you can put on GitHub
Not theory you'll forget in a week. By the end you'll have shipped real AI projects that sit in your portfolio and on your resume.
- • Portfolio-ready projects — the kind recruiters actually open
- • The same tools real engineering teams ship with
- • AI-ready for internships and your first AI role
- • Zero prior AI experience needed — we start at zero
Get hired on the strength of your work
I'll show you how I'd break into AI today — the portfolio, the GitHub, and the resume that gets the interview. Founders hire what you've built, not what you've watched.
Ship an AI product, not a demo
We go past notebooks. You'll wire models into a real app, add guardrails, and deploy it — the path from idea to something a user can open.
What You'll Learn
WHAT YOU'LL LEARN
Module 1 - Foundations of Modern AI
Before you prompt a model, know what's under the hood. We strip the hype off LLMs and look at tokens, embeddings, and attention — the parts that actually decide whether your app works.
- The New Era Of Large Language Models
- Tokenization - The Secret Language Of AI
- Embeddings - Where Everything starts making sense
Projects
HANDS-ON PROJECTS
Enriching the domain vocabulary with LLM Tokeniser
Train and deploy a tokenizer on your own industry jargon so the model stops guessing at the words that matter in your field.
semantic_search.py
query = "refund policy?"
emb = model.encode(query)
scores = cosine(emb, docs)
refund_cancellation.pdf 0.91
terms_of_service.pdf 0.84
pricing_faq.pdf 0.77
Advanced Document Similarity Search
Go past naive keyword matching: blend embeddings, cosine similarity, and hybrid retrieval into semantic search good enough to ship in production.
Why Choose My Course
WHY CHOOSE MY COURSE
Taught by someone who shipped AI
I built perception systems for self-driving cars at Mercedes-Benz and production AI at HP, Wipro, and TCS. You're learning from a builder, not a presenter reading slides.
Learn around your real life
Lessons are recorded and self-paced. Watch on the train, at night, whenever you have an hour — lifetime access means no expiry pressure.
A cohort that actually talks
The founding batch isn’t a comment section. You ship projects alongside people who’ll be your future references, co-founders, and hiring leads.
Skills you use on Monday
Every module ends in something you could drop into a work problem this week — RAG, fine-tuning, agents. No toy examples you’ll never touch again.
Hands-on, not just watching
You’ll write the code, break it, fix it. The capstone is a real app in your GitHub — the thing that gets you the interview, not a certificate.
From zero to AI-ready
Beginner-friendly Python is included, and the path runs all the way to a portfolio and resume review. You leave with proof of work, not just notes.
Pricing Packages
PRICING PACKAGES
BASIC
₹60,500
One Time Payment
The full course, start to finish.
- The complete "Beginner to AI-Ready" course — lifetime access
- Every video lecture and the materials used in class
- Certificate of completion
- Live sessions where we build together
- Hands-on projects you can put in your portfolio
- Community access to swap feedback and jobs
- Help with your capstone when you get stuck
- A real resume review before you apply
Most popular
PREMIUM
( FOUNDING COHORT )
₹88,500 ₹24,999
One Time Payment
Everything in Basic, plus the fast track to hired.
Founding Cohort · Live & Limited • Jan 2026 batch
- The complete "Beginner to AI-Ready" course — lifetime access
- All materials plus every future course update, free
- Certificate of completion
- Live sessions with Vishal, not a recorded assistant
- Hands-on projects for real, shippable experience
- Beginner-friendly Python included — no coding fear
- Portfolio + resume review that gets you interview-ready
Meet Vishal Mehta
MEET VISHAL MEHTA
“Been there, done that — from building AI for self-driving cars to building Moncerra for self-driven learners”
Vishal Mehta is a founder, AI researcher, and educator with 12+ years of hands-on experience building real-world AI systems. He has worked with global innovation teams at Mercedes-Benz Research & Development, HP R&D, Wipro, TCS, Hero Electronix, and Persistent Systems — turning cutting-edge ideas into production-ready AI products.
As a former Senior Technical Lead at Mercedes-Benz R&D India, Vishal led projects in self-driving car perception and advanced deep learning. Today, he is building Moncerra, a next-generation AI learning and innovation platform.
Inside this course, I bring the frameworks, tools, and hard-won lessons from a decade of shipping AI — the stuff that separates a model that demos well from one that survives real users. I teach fast and to the point, because you're here to build, not to sit through lectures.
Join Vishal's learning community — the founding cohort — and start building AI you can actually show people.
Professional recommendations from LinkedIn.
What Working Professionals Say
★★★★★
Vishal is one of the rare educators who has actually built AI in production. His Mercedes-Benz self-driving work shows in every lesson — practical, sharp, no fluff. ★★★★★
The capstone + portfolio review directly helped me land AI interviews. Worth every rupee of the founding cohort. ★★★★★
Clear, fast, and deeply actionable. You can tell he has a decade of real AI behind the teaching. FAQ
FREQUENTLY ASKED QUESTIONS
Honestly, most people. If you can use a laptop, you can take this. Students, career-switchers, founders, and engineers who want to stop using AI like a black box and start building with it. You don't need a CS degree — you need curiosity and a few hours a week.
None. We start at module one explaining what a token even is. The Founding Cohort also bundles beginner-friendly Python, so even if code scares you today, you'll be writing it by week two.
It's self-paced, so it's on you. Most people in the cohort move through it in 6–10 weeks while working. You get lifetime access, so there's no clock counting down — pause it, come back, finish when it fits your life.
Recorded video lectures I actually wrote, live sessions where we build in real time, hands-on projects, and a capstone. It runs on Graphy, and you get the community plus a portfolio and resume review.
Once you enroll (checkout is handled securely by Graphy), you get your own login. It's personal and non-transferable, and it stays open for life — including future course updates.
Almost certainly. The skills — RAG, fine-tuning, agents, evaluation — are the same ones I used on self-driving perception at Mercedes-Benz and on production systems elsewhere. The projects are built so you can swap in your own domain's data and walk away with something relevant to your work.
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The AI papers, tools, and build tricks I'd actually forward to a friend. One short email a week — no spam, no "revolutionize your workflow" nonsense.