Maksym Tatariants, AI Solution Architect at MobiDev

Getting started with any machine learning project often starts with the question: “How much data is enough?”. The response depends on a number of factors like the diversity of production data, the availability of open-source datasets, the expected performance of the system, and the list can go on for quite a while. In this article, I’d like to debunk a popular my...More >

Evgeniy Krasnokutsky, AI/ML Solution Architect, PhD at MobiDev

Like many other revolutionary technologies of the modern day, machine learning was once science fiction. However, its applications in real world industries are only limited by our imagination. In 2021, recent innovations in machine learning have made a great deal of tasks more feasible, efficient, and precise than ever before. Powered by data science, machine lea...More >

Evgeniy Krasnokutsky, AI/ML Solution Architect, PhD at MobiDev

“Why should I care about a cool new technology until it’s solving any of my problems?”—This was the exact conversation I had with the executive of a water purification plant over a warm cup of coffee.  What started as idle chit chat ended up evolving into an insightful and meaningful discussion about  AI technologies for defect detection and quality control. This...More >

Maksym Tatariants, AI Solution Architect at MobiDev

Data powers machine learning solutions. Quality datasets enable training models with the needed detection and classification accuracy, though sometimes the accumulation of sufficient training data that should be fed into the model is a complex challenge. For instance, to create data-intensive apps, human annotators are required to label a huge number of samples w...More >

Oleksii Tsymbal, Chief Innovation Officer at MobiDev

According to 2020’s McKinsey Global Survey on artificial intelligence (AI), in 2020 more than 50% of companies have adopted AI in at least one business unit or function, so we witness the emergence of new AI trends. Organizations apply AI tools to generate more value, increase revenue and customer loyalty. AI leading companies invest at least 20% of their earning...More >

Liudmyla Taranenko, Data Scientist at MobiDev

Businesses during COVID-19 are operating in uncharted territory and are being forced to depend on human behavior causing rapid shifts. Human behavior can depend on satisfaction related to new experiences as well as pandemic restrictions. In this article, I want to show how machine learning approaches can help with demand forecasting and future sales predictions. ...More >

Maksym Tatariants, AI Solution Architect at MobiDev

Summary: We wondered whether it was possible to apply a generative model for a problem of content synthesis in order to automate the work of graphic designers. So we focused on logotype synthesis and checked this hypothesis. Our aim was to find out the possibilities and limitations of the technology, as well as the prospects of its application for the generation...More >

Maksym Tatariants, AI Solution Architect at MobiDev

Summary: Can a machine attempt to approach the task of creating unique content that would be indistinguishable from human-produced artefacts? Is it possible to do this with the help of generative adversarial networks (GANs) — by learning the structure of the complex real-world data examples and generating similar synthetic examples that are bound by the same str...More >

Oleksii Tsymbal, Chief Innovation Officer at MobiDev

Machine learning is a field of research aimed at teaching machines to perform cognitive activity, similar to the human mind. While they are typically much more limited in cognitive ability than the average human, they are able to process vast amounts of information quickly and derive useful business insights.  ...More >

Romy Catauta, Marketing Professional

Reviewed by Maksym Tatariants, AI Solution Architect at MobiDev Artificial Intelligence (AI) is currently being used in marketing and sales for all sorts of processes from personalized shopping to warehouse logistics. Let’s explore how companies can leverage innovations and what algorithms work under the hood. 6 Ways AI And Machine Learning Are Revolutionizing Ma...More >

Liudmyla Taranenko, Data Scientist at MobiDev

There won’t be any business insights if the data quality is poor. When preparing data, I often go through many different approaches to reach a level of quality of data that can provide accurate results. In this article, I describe how unsupervised Machine Learning can improve data quality in machine learning projects and how it helps to get more accurate bu...More >

Maksym Tatariants, AI Solution Architect at MobiDev

“Is it possible for a technology solution to replace fitness coaches? Well, someone still has to motivate you saying “Come On, even my grandma can do better!” But from a technology point of view, this high-level requirement led us to 3D human pose estimation technology.  In this article, I will describe our own experience of how 3D human pose estimation can be de...More >

Serhii Maksymenko, Data Science Solution Architect

Face recognition technology appears in a different light today. Use cases include broad application from crime detection to the identification of genetic diseases.  While governments across the world have been investing in facial recognition systems, some US cities like Oakland, Somerville, and Portland, have banned it due to civil rights and privacy concerns. Wh...More >