Building a Multi-Layer Perceptron for FEM Predictions - AI Portfolio Project
Jan 25, 2026
A step-by-step walkthrough of building a simple MLP neural network to predict fracture mechanics results. My journey learning neural networks through a practical engineering application.
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Bringing AI Inference to IoT Devices: A Zig-Powered Solution
Jan 7, 2025
Building a zero-dependency AI inference platform that runs efficiently on resource-constrained IoT devices using Zig
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The Mathematics Behind LLM Thinking - Deep Dive into Transformer Operations
Dec 25, 2024
Ready to see what's really happening under the hood? Let's explore the mathematical foundations that power LLM inference, from attention mechanisms to matrix operations.
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How Large Language Models Actually Think - The Journey from GGUF File to Response
Dec 25, 2024
Ever wondered what happens when you ask an LLM a question? Let's trace the fascinating journey from a GGUF file to intelligent responses, without getting lost in the math.
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