Yoel Zeldes is an algorithm engineer at AI21 Labs with a background in computer science from Hebrew University. He specializes in machine learning, NLP, computer vision, and distributed computing, focusing on data-driven solutions and clean, elegant code.
27 articles from this blog
Explores word morphing using word2vec embeddings and A* search to find semantic paths between words, like 'tooth' to 'light'.
Explains the Gated Multimodal Unit (GMU), a deep learning architecture for intelligently fusing data from different sources like images and text.
A data scientist shares a technical interview task on linear regression, covering data cleaning, model fitting, and assumption validation.
A technical guide on analyzing personal Google Location History data using Python, Pandas, and visualization libraries to map and gain insights from location data.
A developer shares a simple git hook technique using a 'magic string' like 'xxx' to prevent accidental commits of debug code and temporary changes.
A guide to automating the deployment of a Pelican static site to GitHub Pages using a custom git hook and branch strategy.
Analyzing the relationship between age and desired job roles among new coders using the 2016 Kaggle survey data.
