Selected Projects

Sleep Study with Fitness Tracker

A data-science study of personal sleep problems based on the data collected from the Fitbit fitness tracker using semi-advanced Time Series forecasting.

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Revenue Management System Prototype for a Private Golf Hotel Resort

An approach based on the randomized linear programming for estimating bid prices was successfully applied with approximately a 5% revenue increase. The source code is in a private …

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Prototype for Sea Freight Revenue Management System

The project is scalable, accounts for uncertainty, makes a profit from empty container transportation, and covers more business lines together than the previous implementations. …

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Client Behavior on Car Credit Payments at a Bank in Eastern Europe

This project addresses the problem of issuing a credit loan for the purpose of purchasing a car. The dataset was openly presented in a competition in which the author had the …

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Esicup Challenge 2015

The project was motivated by the international contest about the best packing for a real-life logistic problem from the car manufacturer RENAULT. Our team has passed qualification …

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