Apr 20, 2021 I Jacek Chmiel (Director of Avenga Labs) Federated Learning as a New Approach to Machine Learning Article All industries AI Federated learning in a nutshell. Its advantages and use cases explained. What is the connection between a new approach to machine learning and the future of data privacy. Read more
Apr 02, 2021 I The Avenga Team Topic Modelling on Wikipedia Article All industries AI Data & Analytics Avenga team used topic modelling NLP technique to obtain a model which can identify general topics from Wikipedia, such as Medicine, Politics, Finance, History, Law, etc., in any previously unseen text. Read more
Mar 26, 2021 I Jacek Chmiel (Director of Avenga Labs) Trends in AI for Business, Spring 2021 Article All industries AI Technology Trends AI technology and associated opportunities keep expanding, even through the year of uncertainty. The state of AI in 2021 according to Avenga based on news, insights and discussions with industry practitioners Read more
Mar 25, 2021 I The Avenga Team Why use Machine Learning to Scale Business Intelligence & Predict Data Outcomes Article All industries AI Data & Analytics See how machine learning augments business intelligence and learn six applications of machine learning that optimize existing data, predict future outcomes and assess recommended options. Read more
Feb 17, 2021 I Igor Kruglyak (Sr Advisor to the CEO at Avenga) Digital Transformation in the Pharmaceutical Industry From Drug Discovery to Pharmaceutical Manufacturing Article Pharma & Life Sciences AI Digital Transformation This article highlights how digital transformation of the life sciences industry accelerates drug discovery, streamlines clinical trials, eases up pharmaceutical manufacturing and improves drug safety. Read more
Feb 03, 2021 I Lyubomyr Senyuk (Director of Avenga R&D) 5 Natural Language Processing (NLP) Applications In Finance Article Financial Services AI Data & Analytics We explain natural language processing applications in the finance sector with real-life examples. Some vivid benefits and why NLP adoption is becoming the next big tech thing for the financial services industry. Read more
Jan 26, 2021 I Jacek Chmiel (Director of Avenga Labs) Explainable AI (Xai) Is What Business Needs in Its Path Towards Responsible AI Article All industries AI Businesses benefiting from Artificial Intelligence don’t want the biases but control and clearness. Explainable AI helps to understand predictions made by machine learning models. Read more
Dec 26, 2020 I Ihor Fesianov (Data Science Engineer) Clustering, Entity Extraction and Similarities Identification of Resume Texts Article All industries AI Data & Analytics A real-life case of NLP applied to optimizing quality and speed in the recruitment process and, more importantly, providing fact-based analytics of the data and insights to be driven from it. Read more
Dec 16, 2020 I The Avenga Team Artificial Intelligence & Machine Learning in Finance: the Whys, the Hows and the Use Cases Article Financial Services AI Customer Experience Let’s walk through the AI & ML applications in finance; some benefits and struggles of the FinServe companies in their pursuit for advanced intelligence to stay competitive and relevant to their exuberant customers. Read more
Dec 09, 2020 I Jacek Chmiel (Director of Avenga Labs) Generative AI – Creative AI of the Future Article All industries AI We highlight the application of Generative Artificial Intelligence, a creative side of AI, together with some technical details. Is this promising concept here to stay and how far will it make us push our own boundaries? Read more
