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I Built an AI That Turns Side Projects Into Stories That Get You Hired
Artificial Intelligence   Latest   Machine Learning

I Built an AI That Turns Side Projects Into Stories That Get You Hired

Last Updated on April 18, 2025 by Editorial Team

Author(s): Mukundan Sankar

Originally published on Towards AI.

Upload your code. Get a narrative. Make your GitHub finally speak for you.I Built an AI That Turns Side Projects Into Stories That Get You Hired

If you’re like most developers, your GitHub is full of useful, clever, maybe even genius little scripts. But what happens when someone asks: “So, what does this do?” — and you freeze?

I built something to fix that. It’s called Code to Story — an app that takes any .py or .txt file and turns it into a compelling narrative you can use as a:

Blog postCase studyLinkedIn shareInterview explainerClient pitch

And it works with just one upload.

The idea for this app came straight from real life — and real frustration.

I was asked by my boss to explain some code I had written. Not a blog. Not a product pitch. Just: “Walk me through what this does.”

But if you’re like me — you’ve been deep in the weeds, juggling edge cases and APIs — sometimes it’s hard to zoom out and talk like a human again.

We’re engineers. We build things. But explaining those things? That’s a whole different muscle.

And this moment made me realize something:

Most devs can write complex logic. But few can explain it simply and clearly.

That’s what this app is really about.

It’s for the engineer who:

Wants to explain code to their manager without overwhelming themNeeds to give a high-level overview without… Read the full blog for free on Medium.

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