Here is the list of some problems we have successfully solved
- Graph based algorithms for models with millions of objects, the tens of millions of connections between these objects and billions of associated attributes. Interactive sub-networks construction using specialized query language, automatic layout and rendering of the sub-networks, and various types of domain specific analytical algorithms.
- Harmonization, search and analysis of Next Generation Sequencing data containing billions of records. Implementation of domain specific query languages; loading and verification of experimental data with the size of multi-gigabytes; analytical algorithms for mapping new experimental results to available public databases.
- Automatic collection, search and classification of scientific publications with intellectual search criteria using formal ontologies/taxonomies.
- Development of cloud based platforms for experimental data analysis and processing of large amounts of scientific publications.