Machine Learning Engineer

My experience

Work and Leadership

• Magnum Cash & Carry LLP
• Implementing ETL pipeline with: PostgreSQL, Elasticsearch, Airflow, Docker
• Constructing item2item, cat2cat, cat2item (contextual) recommendation system in retail
• Deploying Django Web-Service for product statistics and API for communication with e-commerce system
• Kaspi Bank JSC
• Data modeling using SAS Guide/Miner/Python
• Production and financial processes analysis
• Construction of decision-making and forecasting statistical models
• Republican State Enterprise, IICT
• NLP Monitor's open-source contributor, system for media monitoring and info-guidance tracking
• Sentiment Analysis
• Word embedding classification and clustering
• Topic Modeling (LDA, ARTM, BigARTM)