Explorations and Concept Breakdowns
Evaluating AI Agents on Azure with AI Foundry
Oct 10, 2025
Learn how to evaluate AI agents on Azure using AI Foundry SDK with GitHub Actions and OIDC authentication.
Building AI Agents on Azure with AI Foundry
Sep 21, 2025
A practical guide to building and scaling AI Agents on Azure using AI Foundry, while briefly touching upon Copilot Studio.
GPU Computing with CUDA: Shared memory
Sep 14, 2025
Understand CUDA shared memory, synchronization, and caching with a 1D stencil example to optimize GPU performance and thread coordination.
Introduction to GPU Computing with CUDA
Sep 13, 2025
A beginner’s guide to GPU computing with CUDA to learn about threads, blocks, memory management, and vector addition with clear code examples.
Finetuning LLMS for classification
Aug 22, 2025
Turn LLMs into classifiers with LoRA/QLoRA, instruction tuning, and smart architectures, plus Kaggle takeaways and tips.
AI Agents Explained: Smarter, Faster, and More Independent Than Ever
Aug 15, 2025
Understand how modern AI agents reason, plan, and act from architecture to real-world deployment.
I'm Something of a Painter Myself
Jul 27, 2025
Exploring DCGAN, CycleGAN, and CUT for Monet-style image translation: results, metrics, and lessons.
Thinking in Papers
Thinking Through RAG: My Notes on the Retrieval-Augmented Generation Survey
Oct 20, 2025
Exploring how Retrieval-Augmented Generation reshapes knowledge and creativity in LLMs.
NVIDIA Blackwell GPU Technical Whitepaper Brief
Oct 19, 2025
NVIDIA Blackwell redefines AI scaling, enabling deeper reasoning and massive memory with FP4 compute, NVLink 5, and 130 TB unified memory.
Different flavours of GANS
Jul 19, 2025
An in-depth guide to understanding how different GAN architectures work from loss functions and training tricks to latent space control in InfoGAN, StyleGAN, and BigGAN.
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