In 2018, the company was ranked eighth among technology companies in the Financial Times 1000:
Europe’s Fastest-Growing Companies 2018, won the Silver Stevie® Award as the most innovative company of the year, received the AIconics Award in the Best Application of AI for Sales & Marketing category and won the Big Innovation Award granted by the Business Intelligence Group.
In other words, for a given user and product, we need to predict the likelihood that the user will click on an ad of this product. Our job was to test a variety of models including neural networks, gradient boosting, random forests, factorisation machines and various types of regression. We used many techniques, such as k-NN-related functions obtained with LSH (locality-sensitive hashing).
Our LSH regression is available open source in the Practical Approximation Algorithms Library (PAAL). The solution was created by verifying various hypotheses and testing many different ideas. The joint project contributed to the rapid development of RTB House and its global success in the online advertising market!
MIM Solutions was launched as a spin-off of the University of Warsaw’s Algorithms Group, directed by prof. Piotr Sankowski. The company has brought together experts passionate about solving practical algorithmic problems efficiently, and this has finally evolved towards machine learning. Although MIM Solutions is not a part of the university now, we are still in tight cooperation.
MIM Solutions specialises in difficult tasks. We are proficient in providing effective solutions, especially when standard methods have failed. However, for the most common problems we specialise in, we offer a set of generic services ready to swiftly deploy in any environment.
MIM Solutions is a company registered in the National Court Register kept by the District Court for the City of Warsaw, 13th Commercial Division of the National Court. Register. KRS: 0000581404, NIP: PL5213710082.
