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Author: Arham Islam

The Statistical Cost of Zero Padding in Convolutional Neural Networks (CNNs)
Categories Artificial intelligence

The Statistical Cost of Zero Padding in Convolutional Neural Networks (CNNs)

  • By Arham Islam
  • February 2, 2026

What is Zero Padding Zero padding is a technique used in convolutional neural networks where additional pixels with a value of zero are added…

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Implementing Softmax From Scratch: Avoiding the Numerical Stability Trap
Categories Artificial intelligence

Implementing Softmax From Scratch: Avoiding the Numerical Stability Trap

  • By Arham Islam
  • January 7, 2026

In deep learning, classification models don’t just need to make predictions—they need to express confidence. That’s where the Softmax activation function comes in. Softmax…

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AI Interview Series #4: Transformers vs Mixture of Experts (MoE)
Categories Artificial intelligence

AI Interview Series #4: Transformers vs Mixture of Experts (MoE)

  • By Arham Islam
  • December 4, 2025

Question: MoE models contain far more parameters than Transformers, yet they can run faster at inference. How is that…

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Categories Artificial intelligence

Implementing OAuth 2.1 for MCP Servers with Scalekit: A Step-by-Step Coding Tutorial

  • By Arham Islam
  • September 1, 2025

In this tutorial, we’ll explore how to implement OAuth 2.1 for MCP servers step by step. To keep things practical, we’ll build a simple…

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