Writing
Here are some articles I have written. Hosted on my Notion or GitHub. They cover various subjects around web development and artificial intelligence.
A series of articles in French about concepts in artificial intelligence with a focus on Deep Learning and neural networks, different architectures, techniques, and strategies 馃.
I specifically address AI overview, RNN, CNN, Transformers, embeddings and vectors, LLM, Computer vision, Fine-tuning, RAG, Prompt engineering.
One of my notebooks, presenting an example of using RAG to classify images using Python with Pytorch and PGVector.
In this example, I adopted a vector & embeddings approach to classify images based on their KNN neighbors.
One of my notebooks, in English, presenting an example of using convolutional neural networks (CNN) to classify images using the Python libraries Keras and Tensorflow.
In this example, I adopted a generic approach where the user can choose the classes and images to classify based on the dataset's file and folder hierarchy.
My article in French on the basic concepts of the web.
My article in French on the behind-the-scenes of the Web: Web infrastructure.
My article in French on the fundamentals of Javascript.
My article in French on getting started with Typescript.