Ada ChoudhryDeep dive into AI: Building GPT from Scratch!Building GPT through implementing ‘Attention is all you need’!23 min read·Apr 15, 2024----
Ada ChoudhryDeep Dive into AI: Analyzing ‘Attention is all you need.’Breaking down the transformers architecture to first principles10 min read·Apr 7, 2024--1--1
Ada ChoudhryDeep Dive into AI: Implementing Batch Normalization and Kaiming init through MLPImplemented in classes for neural networks from scratch, resembling PyTorch!11 min read·Mar 30, 2024----
Ada ChoudhryDeep Dive into AI: Analyzing and implementing Multilayer PerceptronsAnalyzing the MLP paper and building it in PyTorch using first principles!17 min read·Jan 20, 2024----
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…15 min read·Jan 14, 2024----
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…8 min read·Jan 10, 2024----
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…6 min read·Dec 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…4 min read·Dec 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!22 min read·Oct 30, 2023----
Ada ChoudhryAI can digitalize the oil and gas supply chain, lowering costs and emissionsSupply chains are the key to fighting against climate change. Why? Because they generate around 60% of all carbon emissions globally. For…10 min read·Oct 23, 2023----