This site contains my TIL (Today I Learnt) notes, which are sometimes a handful of python lines that I found useful, some other times notes on a course or video that I liked, and sometime more insightful posts about something I work on at the moment.

There is no unique theme to this website, as is my journey in technology. The earliest posts precede my PhD and at that moment I was interested in communication protocols and space exploration. More recently and in the near future, this blog will host my posts on python, data science and more importantly Natural Language Processing, which is at the core of my current job.

Posts

• Apache2 Config with SSL

  Notes deploying a website with apache2 and SSL

  web

  May 29, 2023

• Javascript Tooling

  Notes on some tooling

  web   links

  Mar 28, 2023

• Prompt Engineering

  Notes on OpenAI Lilian Weng article on Prompt Engineering

  ai   links

  Mar 23, 2023

• Web Assembly

  Lecture notes on Web Assembly

  web   notes

  Aug 19, 2022

• Frontend Frameworks in Javascript

  Lecture notes on JS Frameworks and TypeScript

  web   notes

  Aug 19, 2022

• Node JS

  Lecture notes on Node JS

  web   notes

  Aug 16, 2022

• OSS: Rubrix, bibliothèque de MLOps pour le NLP

  Superviser les prédiction d'un modèle de NLP en production

  fr   nlp   ml   python   mlops

  Feb 25, 2022

• Explaining spaCy Models with Shap

  Using explainability to understand a NLP algorithm trained with spaCy

  en   python   nlp   spaCy   ml   mlops

  Feb 24, 2022

• Training and integrating a custom text classifier to a spaCy pipeline

  Customize spaCy pipelines with your custom components

  en   python   nlp   spaCy   ml   mlops

  Feb 1, 2022

• La Famille BERT et les Transformers

  Qu'est-ce que BERT ? Quel lien avec les transformers ? Pourquoi les utilise-t-on ? Comment ?

  fr   ml   nlp

  Nov 23, 2021

• Interpretability (Part 3)

  Notes on Interpretable Machine Learning by C. Molnar

  xai   en   ml

  Dec 4, 2020

• Interpretability (Part 2)

  Notes on Interpretable Machine Learning by C. Molnar

  xai   en   ml

  Dec 2, 2020

• Interpretability (Part 1)

  Notes on Interpretable Machine Learning by C. Molnar

  xai   en   ml

  Nov 20, 2020