- A Fast Hey and Why I Am Right here
- What I Love About Machine Studying
- How I Obtained Obsessive about Constructing
- A Few Wins I Am Proud Of
- What Retains Me Going (In addition to ML and AI)
- What This Weblog Is Actually About
- Let Us Join and Study Collectively
- Closing Be aware (Value studying it😉)
—
Hey there. I’m Mehul Ligade, and I’m genuinely excited that you’re right here.
That is my little nook on the web the place I will likely be writing about Machine Studying, Synthetic Intelligence and the way it feels to construct issues that make you go “Wow, I really made that.”
This weblog shouldn’t be about flexing credentials or exhibiting off good code. It’s about sharing the actual journey — the enjoyable components, the sunshine bulb moments and the mindset that makes all of it worthwhile.
In the event you like studying new issues and fixing attention-grabbing issues, you’ll in all probability get pleasure from what comes subsequent.
—
Machine Studying isn’t just about numbers or code for me. It’s about discovery.
It’s about discovering patterns the place no one was wanting. It’s about asking higher questions and letting the info shock you with the solutions.
Whether or not I’m coaching a mannequin, debugging a bizarre outcome or designing a function from scratch, I at all times really feel like I’m taking part in a strategic sport the place the foundations maintain evolving. And that’s what makes it thrilling.
—
At coronary heart, I’m a builder.
Give me a messy dataset, an attention-grabbing drawback or a problem no one has solved but and I’m all in.
I’ve at all times believed that one of the simplest ways to study something is to construct one thing with it. Even higher if it breaks the primary time. That’s if you actually perceive how issues work.
Over time, I went from writing fundamental scripts to constructing full machine studying methods. From studying weblog posts to writing my very own. From making an attempt issues privately to sharing them publicly.
And that journey continues to be simply getting began.
—
Now for a couple of highlights — to not brag, however to remind you what is feasible if you keep curious.
📘 I co-authored a chapter in a printed Machine Studying analysis e-book. Placing my concepts into print felt surreal and deeply fulfilling.
📄 I filed six authentic copyrights, formally licensed by the Authorities of India. These weren’t textbook examples — they have been concepts I constructed from scratch.
🏆 I gained nationwide mission competitions thrice. Each pushed me to assume quicker, construct smarter and clarify higher.
🎓 I earned technical certifications and labored with instruments like Scikit study, FastAPI, PyTorch and GenAI platforms. Not for the badges, however to stage up in actual methods.
These achievements aren’t simply milestones. They’re reminders that development occurs if you present up persistently.
—
I consider curiosity is a superpower.
I consider studying isn’t completed and that educating others is one of the simplest ways to study deeply.
I consider each drawback has an answer — and sometimes, that resolution begins with asking the proper query.
I additionally consider in sharing ideas that encourage, which is why I publish quotes and concepts on my second Twitter account @5MehulL. Right here is one which I dwell by:
“Consistency creates confidence. Maintain exhibiting up > the outcomes will catch up.”
—
I created this weblog to share what I want I had discovered earlier.
This isn’t a set of tutorials. It’s a dialog. A mindset. A spot the place you will discover:
Easy and clear explanations of ML ideas.
Classes from precise experiments and constructing issues from scratch.
Private insights on working with information, code and concepts.
Motivation for learners who need to create with confidence.
Articles which might be deep and technical however by no means boring.
Whether or not you might be simply beginning out or deep into mannequin tuning, there’s something right here for you.
—
That is just the start.
I’m right here to create content material that’s not solely technically deep, but additionally enjoyable to learn, straightforward to observe, and inconceivable to overlook.
I can’t publish the identical recycled stuff you’ve already seen 100 instances. I’ll write from expertise. From curiosity. From actual issues I’ve solved and actual classes I’ve discovered.
Whether or not it’s breaking down advanced machine studying concepts into easy tales, constructing and deploying real-world ML apps, or sharing highly effective insights that truly make you assume — I’m right here to offer you one thing totally different.
So if you’re somebody who likes to study with readability, construct with confidence, and develop with objective, you might be in the proper place.
I will likely be posting all the things I do know and all the things I study proper right here.
—
If you’re studying, constructing or simply exploring this wonderful discipline, allow us to join.
I’d like to study out of your experiences and perhaps collaborate on one thing thrilling.
—
LinkedIn: https://www.linkedin.com/in/mehulcode12
X (Twitter): https://www.x.com/MehulLigade
Quotes and Ideas: @5MehulL
Allow us to construct one thing significant. Allow us to make studying AI really feel.
—
