Intro If you are reading this post, surely you have already heard about some of the main differences between AI and traditional software development when conducting project management. Beyond being a newer industry and not having the same level of maturity as the former, what differentiates AI as discipline could be pictured with only one … Continued
So, we are a machine learning company and therefore we write a lot about technical stuff. Still, there is much more to say besides that. In this article, you will get a glimpse of what Marvik is, what we work at, how we approach problems as a team, and the way in which we grow … Continued
🚀 Welcome to the latest Marvik Digest 🚀 This month we have some interesting stories involving multi-GAN optimization, Microsoft’s new IoT Insider Lab, speech-to-speech translation models, advancements in transformer architectures, and more. ➡️ Want us to cover a specific topic? DM or ping us to [email protected] to send us your suggestions. Stay tuned! InsetGAN … Continued
Transformers are a type of neural network architecture that has revolutionized the industry in the past years. Its popularity has been rising because of the models’ ability to outperform state-of-the-art models in neural machine translation and other several tasks. At Marvik, we have used these models in several NLP projects and would like to share … Continued
Autonomous vehicles are great, but it seems hard to get into that world, right? What should be your starting point? Autonomous vehicles should be capable of handling multiple sensors and actuators. Such tasks are orchestrated on powerful hardware and must manage an extremely reliable control system. Don’t get overwhelmed if you don’t know what to … Continued
We’ve got some exciting news. We are happy to announce the launch of Marvik Digest 🙌 🚀 We will get you up to date on the most relevant topics that were discussed in the ML community in the past weeks. Want us to cover a specific topic? DM or ping us to [email protected] … Continued
Intro The challenge of connecting talents with employment opportunities has been a major task of recruiters for a long time. The search is always scoped to budget, job specs and time, so doubt always arises: are we getting the best match? or a good enough one? Recommendation Systems are a powerful tool to provide users … Continued
Machine learning is an exciting field. Everyday we get to hear about exciting breakthroughs, and there is a huge talent demand in this space. At Marvik we are launching an initiative for those looking to get into the field. This goes for people transitioning from other positions as well as for first professional experiences. If … Continued
Usually, taking a ML model from the experimentation environment to production consumes a huge amount of time and resources. Vertex AI makes it easy to train, deploy and compare model results. It is an excellent tool that allows us to focus on ML solutions rather than infrastructure management. In the following post, we will dive … Continued
Who are we? Marvik is a hands-on machine learning consulting firm. We do tailor developments for companies who need to solve a complex problem using AI but can’t do it internally. This usually means they need results faster than it takes to build an internal team or just can’t get enough skilled people. This article … Continued