Ada ChoudhryRoseTTA Fold: Understanding the paper(This article is the first draft, published to receive feedback on the content so far. I am actively revising and adding to it! I will post…Sep 7Sep 7
Ada ChoudhryDeep dive into AI: Building GPT from Scratch!Building GPT through implementing ‘Attention is all you need’!Apr 15Apr 15
Ada ChoudhryDeep Dive into AI: Analyzing ‘Attention is all you need.’Breaking down the transformers architecture to first principlesApr 71Apr 71
Ada ChoudhryDeep Dive into AI: Implementing Batch Normalization and Kaiming init through MLPImplemented in classes for neural networks from scratch, resembling PyTorch!Mar 30Mar 30
Ada ChoudhryDeep Dive into AI: Analyzing and implementing Multilayer PerceptronsAnalyzing the MLP paper and building it in PyTorch using first principles!Jan 20Jan 20
Ada ChoudhryDeep Dive into AI: Building a Bigram Language Model and Practicing Patience!Welcome or welcome back to the Deep Dive into AI tutorial series where I go deep into the fundamentals of neural networks (specifically…Jan 141Jan 141
Ada ChoudhryDeep Dive into AI: Understanding backpropagation and neural networks on a fundamental levelThis tutorial will touch on all the fundamentals of neural networks, with an emphasis on learning how PyTorch is constructed, to build the…Jan 10Jan 10
Ada ChoudhryHow NLP can help in increasing visibility in supply chains and minimizing supplier risks?The majority of third-party Supplier Risk Management solutions largely depend on internal financial and compliance data to allocate risk…Dec 18, 2023Dec 18, 2023
Ada ChoudhryHow GNNs can help find hidden risks in Supply Chains?Being able to predict interconnections between suppliers can help in detecting anomalies for financial fraud detection and various other…Dec 17, 2023Dec 17, 2023
Ada ChoudhryBuilding a Supplier Risk Management AI from Scratch! + A visual guide to how a neural network worksWe’ll be using PyTorch to first create a linear model, and then a neural network with one and multiple layers!Oct 30, 2023Oct 30, 2023