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LoRA: I Trained <1% of a 1.5B Model and Matched a Full Fine-Tune

LoRA: I Trained <1% of a 1.5B Model and Matched a Full Fine-Tune

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3 min read
QLoRA: Fine-Tuning a 7B Model on a 16GB GPU (It Shrank to 5.4GB in Front of Me)

QLoRA: Fine-Tuning a 7B Model on a 16GB GPU (It Shrank to 5.4GB in Front of Me)

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3 min read
I Fine-Tuned a 270M Model on My Laptop (Full Fine-Tuning, From Scratch)

I Fine-Tuned a 270M Model on My Laptop (Full Fine-Tuning, From Scratch)

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2 min read
From Apple Health Data to Clinical Storytelling: Building an AI-Powered Report with Python and Gemini

From Apple Health Data to Clinical Storytelling: Building an AI-Powered Report with Python and Gemini

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19 min read
I Built a Pure Python AI Library with Zero External Dependencies – No NumPy, No TensorFlow

I Built a Pure Python AI Library with Zero External Dependencies – No NumPy, No TensorFlow

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2 min read
Simulating 50,000 e-commerce sessions with multi-agent RL: what worked, what didn't, and why I shipped the failure

Simulating 50,000 e-commerce sessions with multi-agent RL: what worked, what didn't, and why I shipped the failure

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3 min read
Why GridSearchCV Wastes Most of Its Time — And What I Did About It

Why GridSearchCV Wastes Most of Its Time — And What I Did About It

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4 min read
How I Use AI as My "Junior Analyst" 5 Prompt Templates That Actually Work

How I Use AI as My "Junior Analyst" 5 Prompt Templates That Actually Work

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4 min read
Why Your CI Agent Can't Install pip

Why Your CI Agent Can't Install pip

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3 min read
Why I Migrated From GPT-4o to DeepSeek — A Backend Engineer's Notes

Why I Migrated From GPT-4o to DeepSeek — A Backend Engineer's Notes

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7 min read
Selection Sort Explained With a Bookshelf Story (With Code)

Selection Sort Explained With a Bookshelf Story (With Code)

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4 min read
I Built a Job-Scraping Bot to Escape Cloud Consulting (And It's Open Source)

Commenters suggest adding auto-apply features

I Built a Job-Scraping Bot to Escape Cloud Consulting (And It's Open Source)

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Comments 6
9 min read
The ₹0 Automation Stack: Enterprise-Grade Workflows Without Paying for SaaS

The ₹0 Automation Stack: Enterprise-Grade Workflows Without Paying for SaaS

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4 min read
How a Weekend Python Script Saved a CA Firm 209 Hours During ITR Season

How a Weekend Python Script Saved a CA Firm 209 Hours During ITR Season

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5 min read
"Take the Well-Maintained Road Over Risky Shortcuts": Ditching Web Scraping for an AI App Powered by Official RSS & Gemini (Lessons from Logistics)

"Take the Well-Maintained Road Over Risky Shortcuts": Ditching Web Scraping for an AI App Powered by Official RSS & Gemini (Lessons from Logistics)

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4 min read
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