Glownet 💡 | Glownet is a collection of technical explorations in machine learning, grounded in real-world projects and Kaggle competitions. Each article breaks down model architectures, training strategies, and experimental results with clarity and depth — making advanced AI concepts more accessible and transparent. Glownet aims to shed light on the process behind building, understanding, and improving modern AI systems.

Explorations and Concept Breakdowns

Oct 10, 2025
Evaluating AI Agents on Azure with AI Foundry
Sep 21, 2025
Building AI Agents on Azure with AI Foundry
Sep 14, 2025
GPU Computing with CUDA: Shared memory
Sep 13, 2025
Introduction to GPU Computing with CUDA
Aug 22, 2025
Finetuning LLMS for classification
Aug 15, 2025
AI Agents Explained: Smarter, Faster, and More Independent Than Ever
Jul 27, 2025
I'm Something of a Painter Myself
Jul 19, 2025
Different flavours of GANS

Thinking in Papers

Oct 19, 2025
NVIDIA Blackwell GPU Technical Whitepaper Brief
Oct 20, 2025
Thinking Through RAG: My Notes on the Retrieval-Augmented Generation Survey