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Akhilesh

Just a guy who enjoys building stuff and trying out new ideas.

Linear Algebra in NumPy: Math With Code

Linear Algebra in NumPy: Math With Code

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6 min read

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The Bell Curve and Why It Shows Up Everywhere

The Bell Curve and Why It Shows Up Everywhere

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7 min read
Probability: How AI Deals With Uncertainty

Probability: How AI Deals With Uncertainty

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6 min read
Statistics Basics: Mean, Median, Variance

Statistics Basics: Mean, Median, Variance

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6 min read
Gradient Descent: How AI Learns

Gradient Descent: How AI Learns

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7 min read
Derivatives: Understanding Change

Derivatives: Understanding Change

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6 min read
Matrix Multiplication: Transforming Data Into Meaning

Matrix Multiplication: Transforming Data Into Meaning

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6 min read
The Dot Product: How AI Measures Similarity

The Dot Product: How AI Measures Similarity

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5 min read
Matrices: The Grid That Holds Your Entire Dataset

Matrices: The Grid That Holds Your Entire Dataset

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6 min read
Vectors: The Way Computers See Your Data

Vectors: The Way Computers See Your Data

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6 min read
Why AI Needs Math (And Why You Already Know Enough)

Why AI Needs Math (And Why You Already Know Enough)

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5 min read
Build a Data Processor: Your First Real Python Project

Build a Data Processor: Your First Real Python Project

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6 min read
Decorators: The Python Feature That Looks Like Magic

Decorators: The Python Feature That Looks Like Magic

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5 min read
Lambda, Map, and Filter: Functional Python Explained

Lambda, Map, and Filter: Functional Python Explained

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5 min read
Write a List in One Line (List Comprehensions)

Write a List in One Line (List Comprehensions)

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4 min read
How Python Borrows Other People's Work

How Python Borrows Other People's Work

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5 min read
When Code Breaks: How to Handle Errors Like a Pro

When Code Breaks: How to Handle Errors Like a Pro

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5 min read
Reading Files Without Breaking Everything

Reading Files Without Breaking Everything

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5 min read
Build Your Own Types: Classes Explained Simply

Build Your Own Types: Classes Explained Simply

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4 min read
Dictionaries: When a List Just Isn't Enough

Dictionaries: When a List Just Isn't Enough

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5 min read
Lists: The Most Useful Thing in Python

Lists: The Most Useful Thing in Python

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4 min read
Functions: Stop Writing the Same Code Twice

Functions: Stop Writing the Same Code Twice

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5 min read
The Loop That Ate My Computer

The Loop That Ate My Computer

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7 min read
How Your Code Makes Decisions (And Gets Them Wrong)

How Your Code Makes Decisions (And Gets Them Wrong)

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5 min read
Why "Hello" and 42 Are Completely Different Things

Why "Hello" and 42 Are Completely Different Things

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6 min read
Your First Python Program Runs. Now What?

Your First Python Program Runs. Now What?

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5 min read
From Zero to AI Engineer: Here's the Exact Path (And Why Most People Never Finish)

From Zero to AI Engineer: Here's the Exact Path (And Why Most People Never Finish)

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3 min read
Complete AI/ML Engineer Guide for 2026

Complete AI/ML Engineer Guide for 2026

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72 min read
Complete Guide to PostgreSQL and Prisma ORM for Modern Web Development

Complete Guide to PostgreSQL and Prisma ORM for Modern Web Development

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19 min read
The Ultimate Complete Frontend Development Guide 2026

The Ultimate Complete Frontend Development Guide 2026

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57 min read
20 Open Source Internship Programs (Updated for 2026)

20 Open Source Internship Programs (Updated for 2026)

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8 min read
The Ultimate Node.js Backend Mastery Guide: Zero to Production Hero

The Ultimate Node.js Backend Mastery Guide: Zero to Production Hero

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75 min read
Master Strings in 20 Problems: Complete Pattern Guide

Master Strings in 20 Problems: Complete Pattern Guide

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7 min read
Master Arrays in 25 Problems: From Novice to Expert

Master Arrays in 25 Problems: From Novice to Expert

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7 min read
Getting Started with Kubernetes Network Policies: A Beginner's Guide

Getting Started with Kubernetes Network Policies: A Beginner's Guide

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2 min read
GSoC 2026 Predictions: 30 NEW AI/ML/Security Organizations You Should Start Contributing to NOW!

GSoC 2026 Predictions: 30 NEW AI/ML/Security Organizations You Should Start Contributing to NOW!

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12 min read
Moltbook: Inside the AI-Only Social Network Breaking the Internet

Moltbook: Inside the AI-Only Social Network Breaking the Internet

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5 min read
Bro, Stop Making Todo Apps. Try These 300+ Projects Instead ๐Ÿ”ฅ

Bro, Stop Making Todo Apps. Try These 300+ Projects Instead ๐Ÿ”ฅ

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1 min read
The Gemini Hallucination Crisis: How Google Antigravity is Destroying Developer Trust

The Gemini Hallucination Crisis: How Google Antigravity is Destroying Developer Trust

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1 min read
Big Tech Tracking Goes Way Deeper Than Cookies (Here's the Full Breakdown)

Big Tech Tracking Goes Way Deeper Than Cookies (Here's the Full Breakdown)

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2 min read
5 career moves for software engineers in the AI era

5 career moves for software engineers in the AI era

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1 min read
Monolith vs Microservices: Why Tech Giants Are Returning to Monoliths (And Why You Should Consider It Too)

Monolith vs Microservices: Why Tech Giants Are Returning to Monoliths (And Why You Should Consider It Too)

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7 min read
Why Medium Won't Load in India: The DNS Blockage Explained

Why Medium Won't Load in India: The DNS Blockage Explained

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8 min read
Agentic AI Is Eating Software Jobs (And Why That Chart Everyoneโ€™s Sharing Is Actually Wrong)

Agentic AI Is Eating Software Jobs (And Why That Chart Everyoneโ€™s Sharing Is Actually Wrong)

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1 min read
My Browser Crashed From Too Many Tabs. So I Built a Tool to Replace Them All

My Browser Crashed From Too Many Tabs. So I Built a Tool to Replace Them All

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4 min read
The React useEffect Bug That Cost Vercel $10,000 in API Bills (And How to Avoid It)

The React useEffect Bug That Cost Vercel $10,000 in API Bills (And How to Avoid It)

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1 min read
Why Developers Are Leaving Next.js for TanStack Start (And Never Looking Back)

Why Developers Are Leaving Next.js for TanStack Start (And Never Looking Back)

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1 min read
Ever Wonder How Netflix Actually Knows Youโ€™re Sharing Your Password?

Ever Wonder How Netflix Actually Knows Youโ€™re Sharing Your Password?

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1 min read
17.5 Million Instagram Accounts Just Got Leaked and Meta is Silent

17.5 Million Instagram Accounts Just Got Leaked and Meta is Silent

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1 min read
Tailwind CSS Just Laid Off 75% of Their Team and It's Not What You Think

Tailwind CSS Just Laid Off 75% of Their Team and It's Not What You Think

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1 min read
Why I Chose a Boring Tech Stack in 2026 (And You Should Too)

Why I Chose a Boring Tech Stack in 2026 (And You Should Too)

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1 min read
System Design in 2026: The Complete Guide (18,500 words)

System Design in 2026: The Complete Guide (18,500 words)

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2 min read
Nobodyโ€™s using this React 19.2 feature and honestly itโ€™s blowing my mind

Nobodyโ€™s using this React 19.2 feature and honestly itโ€™s blowing my mind

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1 min read
I Learned 5 Programming Languages in 2 Years. Here's What Nobody Tells You About Which One to Choose

I Learned 5 Programming Languages in 2 Years. Here's What Nobody Tells You About Which One to Choose

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1 min read
The Simple JavaScript Detail That Cost Me Months in React

The Simple JavaScript Detail That Cost Me Months in React

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1 min read
The AI Hype Party is Over: 2026 is the Year AI Gets Real

The AI Hype Party is Over: 2026 is the Year AI Gets Real

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7 min read
CES 2026 Starts Tomorrow and Here's Everything You Need to Know

CES 2026 Starts Tomorrow and Here's Everything You Need to Know

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7 min read
China Just Released the First Coding AI of 2026 and Its Crushing Everything We Know

China Just Released the First Coding AI of 2026 and Its Crushing Everything We Know

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7 min read
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๐—š๐—ผ๐—ผ๐—ด๐—น๐—ฒ'๐˜€ ๐Ÿฎ๐Ÿฑ ๐—ฌ๐—ฒ๐—ฎ๐—ฟ ๐—ฆ๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐— ๐—ผ๐—ป๐—ผ๐—ฝ๐—ผ๐—น๐˜† ๐—๐˜‚๐˜€๐˜ ๐—–๐—ฟ๐—ฎ๐—ฐ๐—ธ๐—ฒ๐—ฑ

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2 min read
I Just Deleted 3 Months of Work Here's Why..

I Just Deleted 3 Months of Work Here's Why..

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3 min read
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