Machine Learning solutions for researchers and business

OUR R&D DIRECTIONS

We develop custom high-effective ML-solutions for the analysis of banking transaction data, customer support automation, dialogue systems, information retrieval, predictive analytics and recommendation systems. 

Main features:

Banking and online services

1. Interpretable profiling (individuals). Advanced technology for building interpretable client profiles structure using transaction data (MCC, timestamp, amount, POS-id, geolocation, product info, etc).
2. Interpretable profiling of corporate clients. Building profiles of similar businesses using multidirectional transation data.

Customer Support Automation

1. Usupervised latent topic identification. We use advanced topic modeling tools to highlight dataset semantic structure.
2. Smart routing. Simple and scalable mechanism for building efficient routing rules.

Information Retrieval

1. Aggregator. We accumulate public research papers from numerous approved sources to cover as many scientific domains as possible.
2. Search. We build fast, accurate and highly customizable search engine to make sure you find articles you are looking for.
3. Libraries. Form collections out of your favourite documents to get personalized up-to-date recommendations.
4. Summarization. We automatically generate annotations for single or multiple documents, helping customers to get key ideas «on the go» and obtain full vision of the collection without reading it through.
5. Reading Order. Automatic complexity estimation methods are used to generate document reading order sequences helping our customers to explore wide scientific areas efficiently or understand a single document in details.
6. Topic Maps. Topic Maps of science provide organized interactive view on the complete our document collection we aggregate or on a custom library.
7. Trend Detection. We constantly analyse research papers flow to keep you abreast of all developing scientific areas and papers worth to explore.