I’m a CSE Student Building AI Projects — Here’s What I’m Learning Along the Way

Aayush Kumar Singh — Thu, 01 Oct 2026 05:21:49 +0000

I’ve spent the last few months building projects instead of just following tutorials.

And honestly, I’ve learned something important:

Building a real project teaches you things that tutorials simply can’t.

As a CSE student, I’ve been exploring:

🤖 Generative AI & LLMs
🌐 Next.js & full-stack development
📱 Flutter
🗄️ Firebase, Supabase & SQL
🐳 Docker & deployment
🧠 Machine Learning
🔧 Git & GitHub

But the biggest lessons haven't been about frameworks.

They've been about solving problems.

A project looks simple on paper:

"Build an AI-powered application."

Then reality happens.

You have to deal with:

API failures
authentication
database design
deployment issues
slow APIs
UI/UX problems
unexpected bugs
dependency conflicts
and the classic "it worked yesterday" problem 😅

Every broken build has taught me something new.

I'm currently working on several AI-powered and full-stack projects, and I'm trying to focus less on simply collecting technologies and more on building things that actually solve problems.

One question for the DEV community:

What is one lesson you learned from building a real project that you never learned from a tutorial?

I'd love to hear your experiences.

ai #webdev #programming #beginners

DEV Community: Aayush Kumar Singh

I’m a CSE Student Building AI Projects — Here’s What I’m Learning Along the Way

ai #webdev #programming #beginners