Maryam FallahLessons learned from building and deploying a machine learning product from scratchThis article covers learnings from designing an ML system, building and deploying it to production.16 min read·Nov 29, 2022----
Maryam FallahSemantic Similarity Measurement in Clinical TextWe discussed different embedding and language models in two previous articles. Language models are powerful tools and a key component in…18 min read·Mar 29, 2021--2--2
Andrei MouravievGenerative Adversarial Network for MRI Super ResolutionMagnetic Resonance Imaging: A Powerful but Scarce Resource20 min read·Mar 22, 2021----
Arsham GhahramaniTransformers in Medical Computer VisionWhat is a transformer? and why11 min read·Mar 15, 2021--1--1
Tanzim SaqibAI Engineering @ the Speed of Startup: A modern core frameworkThe previous article in this series: AI Engineering @ the Speed of Startup: A model architecture4 min read·Mar 5, 2021----
Tanzim SaqibAI Engineering @ the Speed of Startup: A model architectureThe first part of the article series: AI Engineering @ the Speed of Startup8 min read·Mar 5, 2021----
Tanzim SaqibAI Engineering @ the Speed of StartupIn the startup world, lower go-to-market time is always desirable. It is one of the main drivers of rapid product delivery at a…7 min read·Mar 5, 2021----
Maryam FallahAn Overview of Different Transformer-based Language ModelsIn a previous article, we discussed the importance of embedding models and went through the details of some commonly used algorithms. We…14 min read·Mar 4, 2021--1--1
Maryam FallahAn Overview of Different Embedding ModelsEmbeddings are an important component of natural language processing pipelines. They refer to the vector representation of textual data…12 min read·Mar 4, 2021--1--1