Achal Jain

@achal-jain

Backend & AI/ML Developer | Python • FastAPI • ML | Currently exploring AI Agents

Jaipur, IndiaJoined March 2026

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Software Engineer | AI/ML Developer | Building scalable backend systems and intelligent ML solutions | Oracle Gen AI Certified

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Achal Jain's blogs

Code & Cloud by Achal Jainachal-jain.hashnode.dev3 posts

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Recently published

AJAchal Jainachal-jain.hashnode.devMar 24 · 6 min read

I Deployed a Stock Prediction Model on AWS — Here's Exactly How

Colab disconnected on me mid-training again. Kaggle hit the weekly limit on a Thursday. At some point you just want a server that doesn't vanish when you close your browser. So that's what I did. Took

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AJAchal Jainachal-jain.hashnode.devMar 14 · 5 min read

Free Cloud Platforms for ML — Colab, Kaggle & Hugging Face (What Nobody Tells You)

If you read Part 1, you already know why your laptop struggles with ML. Now let’s actually fix that. When I was building my Disease Prediction System, my laptop gave up mid-training. Not metaphoricall

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AJAchal Jainachal-jain.hashnode.devMar 6 · 6 min read

Why Your Laptop Isn't Enough & What Cloud Actually Means for ML?

You're excited. You've got a dataset, a model plan and a cup of coffee. You start your Jupyter notebook, hit model.fit() and then your laptop fan gets really loud. The training is slow. The kernel cra

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Achal Jain

About

Available for

Achal Jain's blogs

Recently published

I Deployed a Stock Prediction Model on AWS — Here's Exactly How

Free Cloud Platforms for ML — Colab, Kaggle & Hugging Face (What Nobody Tells You)

Why Your Laptop Isn't Enough & What Cloud Actually Means for ML?

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Achal Jain

About

Available for

Achal Jain's blogs

Recently published

I Deployed a Stock Prediction Model on AWS — Here's Exactly How

Free Cloud Platforms for ML — Colab, Kaggle & Hugging Face (What Nobody Tells You)

Why Your Laptop Isn't Enough & What Cloud Actually Means for ML?