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Ali Raza

AI/ML engineer building agentic AI systems. Focused on RAG, LangGraph, and MCP. Currently shipping production-grade projects

Location Lahore,Punjab Pakistan Joined Joined on 

Education

BS Computer Science

Pronouns

Ali Raza

Work

Ai Engineer

Tutorial: Padding & Edge Detection in CNNs (Hands-on)

Tutorial: Padding & Edge Detection in CNNs (Hands-on)

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2 min read

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What Is Convolution? Breaking Down How CNNs Process Images

What Is Convolution? Breaking Down How CNNs Process Images

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3 min read
CNN vs Human Brain — Why Convolutional Neural Networks Learn to "See"

CNN vs Human Brain — Why Convolutional Neural Networks Learn to "See"

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Batch, Stochastic, and Mini-Batch Gradient Descent: What's Actually Different

Batch, Stochastic, and Mini-Batch Gradient Descent: What's Actually Different

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3 min read
Weight Initialization: Why Random Isn't Random Enough

Weight Initialization: Why Random Isn't Random Enough

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Beyond Sigmoid and ReLU: Leaky ReLU, ELU, Swish, and Softmax

Beyond Sigmoid and ReLU: Leaky ReLU, ELU, Swish, and Softmax

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3 min read
Dropout and Regularization: How Neural Networks Avoid Overfitting

Dropout and Regularization: How Neural Networks Avoid Overfitting

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The Exploding Gradient Problem, Explained

The Exploding Gradient Problem, Explained

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The Vanishing Gradient Problem, Explained

The Vanishing Gradient Problem, Explained

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The Chain Rule: How Backpropagation Reaches Every Layer

The Chain Rule: How Backpropagation Reaches Every Layer

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Multilayer Neural Networks and Gradient Descent, Explained

Multilayer Neural Networks and Gradient Descent, Explained

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Backpropagation Explained: How a Neural Network Actually Learns

Backpropagation Explained: How a Neural Network Actually Learns

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3 min read
Activation Functions Explained: Sigmoid vs ReLU

Activation Functions Explained: Sigmoid vs ReLU

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How a Neural Network Actually Computes: Forward Propagation Explained

How a Neural Network Actually Computes: Forward Propagation Explained

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Understanding ANN (Artificial Neural Networks): The Building Block of Deep Learning

Understanding ANN (Artificial Neural Networks): The Building Block of Deep Learning

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AI vs ML vs DL vs DS: A Practical Map for Beginners

AI vs ML vs DL vs DS: A Practical Map for Beginners

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6 min read
Building and Deploying a Remote MCP Server: Lessons from Connecting an Expense Tracker to Claude Desktop

Building and Deploying a Remote MCP Server: Lessons from Connecting an Expense Tracker to Claude Desktop

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