Geometric deep learning
Large language models
Named Entity Recognition
Natural language processing
Retrieval Augmented Generation
RAG system for advanced document search at large enterprises
Navigating company internal documentation with smart search and retrieval augmented generation systems.
Retrieval Augmented Generation (RAG) systems, may be the game-changer, reshaping how corporations tackle industry complexities. Modulai, positioned at the forefront, has forged strategic partnerships in finance and manufacturing, tailoring RAG solutions to meet the unique demands of large enterprises.Read more
AI-Generated imagery in digital and print media for Bonnier News
Is it feasible for current image generation models to produce high-quality, photorealistic visual content suitable for both print in glossy magazines, and digital publishing?
In this blog post, we discuss the framework we used to answer this question and provide a Google Colab notebook with Python code for an automated analysis of gender bias in image-generating models. Spoiler alert: an online A/B test carried out by Bonnier News (a controlled experiment where two variations of an ad are shown to different groups of website visitors), revealed a notable preference for AI-generated images. Specifically, ads with AI-generated images showed a markedly higher click-through rate.Read more
Smarter Operations with AI: Detecting Fraud and Boosting User Engagement
AI and machine learning models can be a valuable tool for many businesses. This blog posts highlights a few examples of how machine learning models can be used to protect, increase value and gain insights in your business.
In 2022, we built ML fraud detection models and recommendation systems for the UK-based company On Device Research to complement their platform, Curious Cat, which allows users to find and take surveys.Read more