DeepSchool: The Story of an Idea That Refused to Sit Still

By Murshid Shaukat Ansari — Co-Founder & CTO, Rigomo Technologies

There are moments in life when a problem doesn’t just appear in front of you — it stays, follows you, challenges you, and nudges you until you decide to solve it. DeepSchool was exactly that kind of problem for me.

A Classroom That Changed Everything

A few years ago, I was visiting a small-town school while working on a different project. I remember walking into a classroom where a teacher was explaining a math concept — clearly, patiently, and beautifully. Yet, as I looked around, I could see three different worlds inside that single room:

• A few students who understood everything before the teacher even finished.
• A majority who understood just enough to move on but not enough to feel confident.
• And a handful who were utterly lost, silently shrinking into their seats.

Same teacher. Same explanation. Same environment.
Three entirely different outcomes.

And I thought:
“Why does learning still happen in one pace, one direction, one dimension?”

That question grew roots.
And those roots became DeepSchool.

The Idea: Learning That Thinks With You

DeepSchool wasn’t built to be another edtech app. It was built to challenge the fundamental idea of how learning happens.

Students don’t struggle because they’re incapable.
They struggle because:

• Content moves too fast
• Practice is not personalized
• Weak areas aren’t identified early
• Parents can’t track real progress
• Teachers don’t have visibility into each student’s learning pattern

So I asked myself:
“What if the learning system could think with the student?”
What if it could sense hesitation, adapt to confusion, and celebrate mastery?
What if it could ease the burden from parents and empower teachers at the same time?

That became the design philosophy of DeepSchool.

Behind the Curtain — The Technology That Breathes

At Rigomo, we’ve always believed that technology is just a tool.
Impact is the real product.

DeepSchool uses:

• Bayesian Knowledge Tracing (BKT)
• Deep Knowledge Tracing (DKT)
• Reinforcement-style adaptation models
• Real-time student analytics
• AI-generated personalized practice paths

In simpler words:
DeepSchool learns how a student learns.

It studies patterns, responds to struggles, and adjusts difficulty — just like a great teacher does, but available 24/7, infinitely patient, and customized for every child.

How DeepSchool Helps Students & Parents — A Story, Not a Feature List

Let me introduce you to Aarav — a fictional character, but inspired by thousands of real stories.

Aarav’s Struggle

Aarav is in Class 7. Smart kid. Curious mind. But math scares him.
Not because he’s weak — but because his foundation has cracks he never noticed.

Aarav Meets DeepSchool

On the first day, DeepSchool tests him gently.
Not like an exam — more like a conversation.

It starts understanding him:
Where he hesitates.
Where he guesses.
Where he shines.

The Turning Point

DeepSchool doesn’t dump 100 questions on him.
It gives him 8.
Perfectly chosen. Precisely timed.

And after a week, Aarav’s confidence shifts.
Not because he magically became smarter —
because the system finally matched his pace.

Now Let’s Talk About His Parents

Aarav’s parents don’t have to chase him or guess what's happening.
DeepSchool shows:

• Daily progress
• Strength–weakness maps
• Learning speed
• Accuracy curves
• Topic-by-topic mastery

Suddenly, learning isn’t a stress.
It’s a shared journey — guided, data-driven, meaningful.

And teachers?
They finally get a dashboard that feels like a superpower.

Why I Built DeepSchool — The Founder’s Truth

I didn’t create DeepSchool to compete.
I built it because learning deserves personalization.
Because every student carries potential that rarely gets the right direction.
Because parents should feel empowered, not confused.
Because teachers should teach, not chase assessments.

DeepSchool is not a product to me.
It’s a responsibility.
A promise.
A quiet revolution that started from one classroom that refused to leave my mind.

Learn more at DeepSchool

What Comes Next

We are expanding DeepSchool with:

• AI-driven concept explainers
• Interactive real-time doubt solving
• Parent mentorship tools
• Teacher command centers
• Multi-language learning
• Analytics that predict success before failure happens

We’re not here to build “another app.”
We’re here to transform how India learns — one student at a time.

Final Words — From Me to You

If you’re a parent, a student, a teacher, or simply someone who believes in the power of learning — DeepSchool is built for you.

I invite you to be part of this journey.
To witness how learning changes when technology listens.
To see how confidence grows when the system finally understands the learner.

Because when a child learns at their own pace…
they don’t just learn better —
they learn to love learning.