Thoughts, architecture notes, and step-by-step guides on Machine Learning, Full-Stack Web Development, and Generative AI by Abderrahman ES-SEBYITY.
How to architect Next.js applications for near-instant indexing by search engines, perfect Lighthouse scores, and optimal Core Web Vitals.
A comprehensive guide to optimizing retrieval-augmented generation: combining sparse keyword search with dense vector embeddings and cross-encoder rerankers.
Techniques for monitoring production ML models, tracking distribution shifts with statistical tests, and automating retraining triggers.