Summary

Scope: Creation of fraud rules according to bank’s business processes and needs

Scope: Sales analysis, products segmentation, elasticity calculation. Building data-marts for analytics and reporting. Optimization of promo-activities

Scope: Time series analysis. Development data-marts. Building and tuning statistical models (ARIMA, ETS). Implementation of machine learning models (RandomForest, GradientBoosting)

Scope: Segmentation of the customer base. Text analysis for categorization of payment descriptions. Development of the PTB models for bank products recommendation. Successful launch marketing campaigns, A/B testing

Scope: Development services for enterprise clients and main backend part of platform

Scope: Create a lightweight J2ME client using a self-developed client-server protocol specifically designed for optimizing performance in limited internet connections.\ Achievements: Grant by Microsoft Seed Fund, project expanded to LLC UbiqMobile - innovation platform for mobile services