Taking part in projects of Yandex Search system:
Feature engineering, building of the semantic graph queries, the construction of a language model, the proximity measures between queries, word2vec technology, data analyses, machine learning;
Taking part in the following projects of the company:
Working in all steps of the recognition process: location, noise elimination, segmentation, extraction of the significant features for recognition, data analysis, training of neural networks, merging the results.
Work with the doctors, extraction of the significant features, grey scaled Image Processing, feature engineering, data mining, neural network training.
– Location of machine print, handprint, and cursive courtesy / legal amount in Money Orders and Travel Checks: noise elimination, segmentation, extraction of dollar and cent parts;
– Signature verification in scanned images; the results obtained are better than those of human expertise;
– Online signature verification;
– Location of machine print, handprint and cursive address in scanned images of arbitrarily oriented flats.