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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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Running SAM 3 on AMD Ryzen AI Max+ 395: A Complete Guide to Fixing the rocBLAS Error

Running SAM 3 on AMD Ryzen AI Max+ 395: A Complete Guide to Fixing the rocBLAS Error

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5 min read
Building a Smart Refrigerator with a $15 IoT Camera and SAM 3: Solving the "Warm Water" Problem

Building a Smart Refrigerator with a $15 IoT Camera and SAM 3: Solving the "Warm Water" Problem

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4 min read
Breaking the "Pattern": How We Built (and tried to scale) Strategic AI for Sweep

Breaking the "Pattern": How We Built (and tried to scale) Strategic AI for Sweep

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3 min read
Building an AI-Powered Customer Churn Prediction Pipeline on AWS (Step-by-Step)

Building an AI-Powered Customer Churn Prediction Pipeline on AWS (Step-by-Step)

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5 min read
We pwned X, Vercel, Cursor, and Discord through a supply-chain attack

We pwned X, Vercel, Cursor, and Discord through a supply-chain attack

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4 min read
I had knee pain for months cycling. So I built a free (AI) bike fitting tool

I had knee pain for months cycling. So I built a free (AI) bike fitting tool

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2 min read
Why Your Model is Failing (Hint: It’s Not the Architecture)

Why Your Model is Failing (Hint: It’s Not the Architecture)

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4 min read
We’ve Been Building an ANN Engine for Six Months. Here’s Where It Stands.

We’ve Been Building an ANN Engine for Six Months. Here’s Where It Stands.

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2 min read
Why I Moved My ML Model from Flask to AWS Lambda (A Student’s Guide to $0 Hosting)

Why I Moved My ML Model from Flask to AWS Lambda (A Student’s Guide to $0 Hosting)

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4 min read
AI Music Isn't a Creative Problem—It's a Governance Failure Mode

AI Music Isn't a Creative Problem—It's a Governance Failure Mode

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4 min read
Creating apps like Signal could be 'hostile activity' claims UK watchdog

Creating apps like Signal could be 'hostile activity' claims UK watchdog

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4 min read
What AI certification options are best for professionals transitioning into AI roles?

What AI certification options are best for professionals transitioning into AI roles?

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2 min read
What If Your Website Could Think?

What If Your Website Could Think?

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3 min read
Implementing VAD and Turn-Taking for Natural Voice AI Flow: My Experience

Implementing VAD and Turn-Taking for Natural Voice AI Flow: My Experience

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12 min read
Roshan Kumar — AI Engineer & Data Scientist | Machine Learning & Generative AI

Roshan Kumar — AI Engineer & Data Scientist | Machine Learning & Generative AI

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1 min read
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