Master's theses

2022

In 2022 the fourth intake of the Industrial Master’s Programme graduated. Three master's theses were defended:

Richard Nõmm: Optimizing Processes for Timber Company Using Data Science
Partner organizations: Barrus, Columbus
Supervisors: Anna Aljanaki, Kristen Pugi, Vaido Otsar
Alo Aasmäe: Benefit Prediction of Buying Customer Relationship Management Features of Pipedrive
Partner organization: Pipedrive
Supervisor: Gamal Elkoumy, Roland Kriibi
John-William Mukose: Heat Pump Detection from Household Electricity Consumption Using Different Machine Learning Classifiers
Partner organization: Eesti Energia
Supervisors: Kallol Roy, Kristjan Eljand

In 2021 the third intake of the Industrial Master’s Programme graduated. Seven master's theses were defended:

Brandon Christopher Autrey: Customer Journey Analysis at Pipedrive: A Process Mining Approach
Partner organization: Pipedrive
Supervisors: Marlon Dumas, Ambar Raj
Gunel Ismayilova: Adopting Devops Practices: A Case Study
Partner organization: Singularity Creations
Supervisors: Ezequiel Scott, Madis Kapsi
Karmen Kink: Classification of E-Commerce Products Based on Textual Product Descriptions
Partner organization: STACC
Supervisors: Kairit Sirts, Karl-Oskar Masing
Taavi Luik: Designing a Pharmacogenetic Test as a Medical Software Device
Partner organization: UT Bioinformatics research group
Supervisors: Sulev Reisberg, Kersti Jääger
Ida Maria Orula: The Process of Creating a Scientific Knowledge Base for Pharmacogenetic Testing
Partner organization: UT Bioinformatics research group
Supervisors: Sulev Reisberg, Kersti Jääger
Aleksander Parelo: Development of a Virtual Printer and Print Driver for Print in City
Partner organization: Overall
Supervisors: Urmas Tamm, Meelis Roos
Tetiana Shtym: Traffic Light Detection by Fusing Object Detection and Map Info
Partner organization: Bolt / UT Autonomous Driving Lab
Supervisors: Tambet Matiisen, Meelis Kull

In 2020 the second intake of the Industrial Master’s Programme graduated. Five master's theses were defended:

Kerstin Äkke: Snow Cover Detection in Estonia from SAR Images Using Machine Learning Methods
Partner organization: Datel
Supervisors: Viacheslav Komisarenko, Anti Gruno
Alar Leemet: Hackathons for Corporate Innovation – a Longitudinal Study
Partner organization: Pipedrive
Supervisor: Alexander Nolte
Kiryl Lashkevich: Improving Agile Processes with Customized Mission-based Practices. Case Study
Partner organization: Pipedrive
Supervisors: Fredrik Payman Milani, Mario Ezequiel Scott
Laura Ruusmann: Comparison of Category-level, Item-level and General Sales Forecasting Models
Partner organization: STACC
Supervisors: Marlon Dumas, Eerik Muuli
Mohammad Mahdi Mohebbian: Real-Time Event Detection System for Mobile Data
Partner organization: Positium
Supervisors: Amnir Hadachi, Erki Saluveer

In 2019 the very first intake of the Industrial Master’s Programme graduated. Four master's theses were defended:

Maksym Semikin: Jointly Tackling User and Item Cold-start with Sequential Contentbased Recommendations
Partner organization: STACC
Supervisors: Tambet Matiisen, Carlos Bentes
Simona Micevska: A Statistical Drift Detection Method
Partner organization: Reach-U
Supervisors: Sherif Sakr, Toivo Vajakas
Oleksandr Shvechykov: Scaling Up a Software Product: The Journey of Pipedrive
Partner organization: Pipedrive
Supervisor: Marlon Dumas
Margarit Shmavonyan: Improving Application Lifecycle Management at Swedbank: A Case Study
Partner organization: Swedbank
Supervisors: Fredrik Payman Milani, Margus Melsas