Hidden
Himanshu Gupta
AI Product Engineer exploring learning, AI, and human performance.
About
Hi, I’m Himanshu.
I’m an AI Product Engineer driven by questions.
I enjoy taking problems that don’t have obvious answers, understanding them from first principles, and building systems around what I learn.
Sometimes those systems become research documents.
Sometimes they become products.
Sometimes they become engineering experiments.
Together, they became Learnzy Labs.
The question that changed my life was surprisingly simple.
Why do hardworking students still fail?
For years, I believed what most students believe.
If you work hard enough, success becomes inevitable.
That belief stayed with me through multiple years of preparing for NEET. I studied relentlessly, solved thousands of questions, gave mock tests, and built my life around one goal. Yet when it mattered most, my performance repeatedly fell short.
At first, I thought it was just my story.
Then I started reading.
Student forums.
Reddit discussions.
Research papers.
Conversations with aspirants.
I kept finding people who had done everything they were supposed to do, yet experienced the same outcome.
Different students.
Different cities.
Different coaching institutes.
The same question.
That was the moment I stopped thinking my problem was personal.
I started thinking it was systemic.
That realization changed the direction of my life.
Instead of asking how to build another education app, I started asking what education was missing.
The deeper I went, the more I realized the problem wasn’t simply academic.
Students weren’t only struggling with biology or physics.
They were struggling with anxiety.
Identity.
Pressure.
Decision making.
Recovery.
Confidence.
No chapter in a textbook teaches you what to do after you’ve failed despite giving everything you had.
Yet that moment often shapes the rest of a student’s life.
I wanted to build something that addressed that gap.
Not by replacing education.
But by expanding it.
That became Learnzy.
What I’m Trying to Build
I don’t think education should stop at helping people pass examinations.
Good education should also help people think better.
Become more curious.
Recover from failure.
Make better decisions.
Understand themselves.
Remain confident even when outcomes don’t go their way.
Those ideas eventually pulled me into fields I never expected to explore.
- Software engineering.
- Artificial intelligence.
- Cognitive psychology.
- Physiology.
- Product design.
- Behavioral science.
Not because I wanted to study those subjects.
Because the question demanded them.
Everything documented in this portfolio is a result of following that curiosity.
How I Like to Build
Over time I’ve realized I don’t naturally separate research, engineering, products and distribution.
To me they’re simply different stages of solving the same problem.
flowchart TD
A[A question] --> B[Research]
B --> C[Mental model]
C --> D[Product]
D --> E[Engineering]
E --> F[Distribution]
F --> G[Better question]
A question becomes research.
Research becomes a mental model.
Mental models become products.
Products require engineering.
Engineering only matters if people understand and adopt it.
Which brings us back to another question.
That cycle has quietly become the operating system behind everything I build.
What You’ll Find Here
This portfolio isn’t a collection of projects.
It’s a collection of thinking.
The Research section documents the questions that shaped my work.
The Products section explains the tools that emerged from those questions.
The Engineering section documents the systems required to build them.
The Distribution section explores how ideas become understandable, trustworthy and discoverable.
They’re all parts of the same journey.
Why It Matters
If Learnzy succeeds, I don’t think its biggest contribution will be another study app.
I hope its contribution is much simpler than that.
Helping one student realize that failing an exam and being a failure are two completely different things.
Because once someone stops defining themselves by a single result, they’re free to keep learning.
And I think that’s where real education begins.
A Note on AI
This note was written with the help of AI.
That wasn’t something I wanted to hide.
It was something I wanted to demonstrate.
This Himanshu Gupta note is grounded in my own research notes, engineering write-ups, architecture diagrams, product documents, experiments, lived experience, and direct instructions.
AI didn’t generate the work.
It helped organize, refine, and synthesize the story into something clearer.
That’s how I believe AI should be used.
Not as a replacement for judgment, curiosity, or experience.
But as a reasoning and synthesis layer for people who already have real context.
The questions are mine.
The research is mine.
The systems are mine.
AI simply helped me communicate them better.