Introduction Have you ever wondered how fast you can show your friends that stunning sofa you just bought without saving the link to the post beforehand? And what about how you found that particular sofa from a wide variety of sofas you didn’t know even existed? That’s Product Search coming into play. Product Search is … Continued
Over the last years recommender systems gained huge popularity in the machine learning and data science community due to their impact in digital and e-commerce platforms revenues by suggesting specific items to customers that would be interesting in them. Nevertheless, when building recommender systems a wide range of obstacles are encountered. To address those challenges, … Continued
Intro We live in a world where data availability grows exponentially every day. Never before have we had so many text documents to process. While data is a very powerful currency, having too much data available directly affects our capacity to consume it. As an old saying goes, “too much information kills information”. This issue … Continued
Intro In life, we are constantly dealing with several situations at the same time. This comes naturally to us, and most times we are not even aware of the fact that we are doing it. For instance, while driving a car, we must certainly be aware of different things and make real-time decisions accordingly: detecting … Continued
Intro In modern information retrieval systems, machine learning models are leveraged. These models are much heavier and present various challenges to implement, which means that custom solutions are almost impossible to scale and distribute. Existing solutions like Elastic Search lack functionality as they are not designed for deep learning models. This is where Vespa comes … Continued
🚀 Welcome to the latest Marvik Digest 🚀 Last month we covered some interesting stories involving multimodal transformers, stable diffusion, multilingual language models and more. ➡️ Want us to cover a specific topic? DM or ping us to [email protected] to send us your suggestions. Stay tuned! Hugging Face’s new multimodal Transformer model Great news … Continued
Motivation Images are everywhere. You may know the expression ‘an image is worth a thousand words’. The amount of information a single look at an image can give us is huge, and we can process it in as little as 13 milliseconds! As human beings, we think in terms of images and that’s why we … Continued
🚀 Welcome to the latest Marvik Digest 🚀 Last month we covered some interesting stories involving new advances in Conversational AI, NVIDIA’s latest achievement on neural graphics primitives, the challenges of Real-Time Bidding in digital advertising, and more. ➡️ Want us to cover a specific topic? Reach out to [email protected] to send us your suggestions. … Continued
Intro Real-Time Bidding (RTB) is a common scenario in digital advertising. While a user surfs through the web, different opportunities to present an ad arise. These opportunities are auctioned off among advertisers. Bidding an optimal price is key to improving campaign performances and increasing profits. This post presents a walkthrough of the RTB process and … Continued
🚀 Welcome to the latest Marvik Digest 🚀 This month we have some interesting stories involving large language models, the challenge of managing AI projects, a deep dive into Marvik and how we approach problems as a team, and more. ➡️ Want us to cover a specific topic? DM or ping us to [email protected] to … Continued