AchievementsDeveloped the nGENE intelligent platform using machine learning technologies for designing personalized diets based on the analysis of genomic data and gene expression using a unique author's methodology.DjangoContainers: DockerDatabases: PostgreSQL, RedisProxy server: TrafficTask queue: Celery, FlowerML: PyTorch, Tensorflow, KerasNLP (WordCloud, NLTK),KMeans, PC, GN, T5, RandomForestClassifier, XGBClassifier, Transformers

Результат1. Настроил миграцию данных2. Нашел неявные закономерности в данных3. Построил модель классификации для определения ценового тренда на основе факторов технического, фундаментального и семантического анализаВ результате получили инструменты для выбора финансовых активов на основе инвестиционных предпочтений

Fulfilled all data science duties for a capital management firm.Developed more than 100 trading strategies and algorithms based on technical analysis and fundamental analysis. Developed predictive systems based on machine learning tools that predicted stock price 17% better than traditional figures.Developed models that use non-price signals, such as news semantics, weather conditions, astrology etc.Achieved 14% better returns vs historical performance.

Reduced call center costs by 8% by building a model and determining the optimal number of operators based on their workload and work schedule

Сreated two applications based on object recognition technology, augmented reality, and artificial intelligence.WineApp and Liberium - applications, created specifically for online stores is a new sales channel. Applications uses object recognition technology. This technology recognises the goods using the online store database and allows the user immediately to make a decision and buy it in one click

Professional duties:1. Revelation of problematics in the Bank network2. Elaboration of proposals as to optimization of network current activity and implementation of innovation projects3. Development of concept related to optimization and implementation4. Calculation of efficiency of proposed optimization and implementation5. Substantiation of the project budget at Budget and Investment Committee6. Organization and coordination of activities performed by participating business units7. Monitoring and control as to running projects execution periodsTrack record:The projects associated with sales system construction related to non-bank products, with the changes in actual-to-date bank infrastructure. Besides, with my participation, the schedule of measures was successfully elaborated and the Bank branch was given a status of Operational office.Notwithstanding that this project was implemented in Bank for the first time and performed on a tight schedule, the conversion was a success, without any Bank's client attrition.

Professional duties:1. Search and new customers acquisition;2. Assessment of the financial condition and client's creditworthiness;3. Structuring of transactions;4. Maintenance of client's credit file.Implemented banking products:Corporate financingTrade financeSelling of retail products such as automobile lending, customer lending and mortgage loans to employees of corporate customers;Bank deposits and bills of exchangeTrack record:Realization of the Bank’s largest transaction to the amount of RUR 1.5 billion, total portfolio over RUR 2 billionAcquisition of major corporate customers both from Moscow and from SiberiaLetter of Gratitude from the Board of OJSC BINBANK for conscientious and effective work.