Qwen3 Speculative Decoding on the DGX Spark: Two Models, Four Methods, One Surprising LessonA beginner's guide to one of the most practical speed techniques for AI inference, tested on real hardware with real numbers.May 18, 2026·15 min read
From Noise to Images: Mastering Variational AutoencodersVariational Autoencoders: Probabilistic Generation ExplainedJun 29, 2025·20 min read
Decoding Autoencoders: From Theory to ImplementationLearn about Autoencoders - Important fundamental for generative taskJun 29, 2025·19 min read
Building Semantic Image Search with CLIP and MongoDB Vector Search: From Concept to CodeHave you ever wondered how modern AI systems can understand both images and text in the same context? How can you search for a "red evening dress" and get visually relevant results, or upload an image and find similar-looking products? Welcome to the...Jun 7, 2025·13 min read
Explainable AI for Computer Vision: Advanced CAM VisualizationsIntroduction: Peering Into the Mind of a Neural Network github repo link Imagine you're training a self-driving car to recognize pedestrians. One day, it fails to detect a person wearing an unusual outfit. Why did it fail? What was it looking at inst...May 20, 2025·10 min read
Serverless RAG Architecture: Combining MongoDB Atlas Vector Search, Amazon Bedrock, and AWS LambdaA Practical Guide to Building a Serverless RAG System with AWS Services and MongoDB AtlasDec 3, 2024·15 min read
The difference between linear regression and logistic regression[forwarded from my linkedin article] Hello, everyone from LinkedIn Network. I'm Shaun Liew Xin Hong, a CS student from Universiti Sains Malaysia. In this post, I would like to share my thoughts about the difference between Linear Regression and Logis...Apr 6, 2024·6 min read
