Hi there 👋 I work as a freelance machine learning engineer and data scientist with a focus on NLP. Read my blog or follow me on Mastodon. Open source projects OpenAndroidInstaller to make installing alternative Android distributions nice and easy. PromptMage simplifies the process of creating and managing LLM workflows as a self-hosted solution. Biasylze helps to get started with the analysis of bias within NLP models. Recently on my blog Causal graphs and the back-door criterion - A practical test on deconfounding - 2023-02-19 How to calculate shapley values from scratch - 2022-07-19 How to add new tokens to huggingface transformers vocabulary - 2022-05-12 Learning unsupervised embeddings for textual similarity with transformers - 2021-05-24 The missing guide on data preparation for language modeling - 2020-09-25 Data augmentation with transformer models for named entity recognition - 2020-08-23 How to approach almost any real-world NLP problem - 2020-07-07 Data validation for NLP applications with topic models - 2020-06-03 Latent Dirichlet allocation from scratch - 2020-05-20 More on www.depends-on-the-definition.com/