Master's theses

2023

  1. Amey Chandrakant Darekar (Pipedrive)
    Järgmiste parimate meetmete ennustamine Pipedrive’i klientide müügimõõdikute parandamiseks
    Predicting Next Best Action(s) To Improve Sales Metrics For Pipedrive Customers

    Supervisor(s) Mahmoud Kamel Akila Soliman Shoush
  2. Artjom Vargunin (Eesti Energia)
    Elektri kulu vähendamine tarbimise ennustusega PV prosumerite jaoks
    Reducing Electricity Cost for PV Prosumers by Load Forecast

    Supervisor(s) Kristjan Eljand, Novin Shahroudi
  3. Kirill Grjaznov (Telia)
    Päikesepaneelide tootlikkuse ennustamine
    Prediction of Solar Panels Productivity

    Supervisor(s) Meelis Kull, Janika Aan
  4. Mart Traagel (Pipedrive)
    Deterministlike ja graaf-närvivõrgu põhiste RDFS-i materialiseerimismeetodite võrdlev analüüs
    Comparative Analysis of Deterministic and Graph Neural Network Based RDFS Materialization Methods

    Supervisor(s) Bruno Rucy Carneiro Alves de Lima

2022

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

  1. Richard NõmmOptimizing Processes for Timber Company Using Data Science
    Partner organizations: Barrus, Columbus
    Supervisors: Anna Aljanaki, Kristen Pugi, Vaido Otsar
  2. Alo AasmäeBenefit Prediction of Buying Customer Relationship Management Features of Pipedrive
    Partner organization: Pipedrive
    Supervisor: Gamal Elkoumy, Roland Kriibi
  3. John-William MukoseHeat 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:

  1. Brandon Christopher AutreyCustomer Journey Analysis at Pipedrive: A Process Mining Approach
    Partner organization: Pipedrive
    Supervisors: Marlon Dumas, Ambar Raj
  2. Gunel IsmayilovaAdopting Devops Practices: A Case Study
    Partner organization: Singularity Creations
    Supervisors: Ezequiel Scott, Madis Kapsi
  3. Karmen KinkClassification of E-Commerce Products Based on Textual Product Descriptions
    Partner organization: STACC
    Supervisors: Kairit Sirts, Karl-Oskar Masing
  4. Taavi LuikDesigning a Pharmacogenetic Test as a Medical Software Device
    Partner organization: UT Bioinformatics research group
    Supervisors: Sulev Reisberg, Kersti Jääger
  5. Ida Maria OrulaThe Process of Creating a Scientific Knowledge Base for Pharmacogenetic Testing 
    Partner organization: UT Bioinformatics research group
    Supervisors: Sulev Reisberg, Kersti Jääger
  6. Aleksander PareloDevelopment of a Virtual Printer and Print Driver for Print in City 
    Partner organization: Overall
    Supervisors: Urmas Tamm, Meelis Roos
  7. Tetiana ShtymTraffic 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:

  1. Kerstin ÄkkeSnow Cover Detection in Estonia from SAR Images Using Machine Learning Methods
    Partner organization: Datel
    Supervisors: Viacheslav Komisarenko, Anti Gruno
  2. Alar LeemetHackathons for Corporate Innovation – a Longitudinal Study
    Partner organization: Pipedrive
    Supervisor: Alexander Nolte
  3. Kiryl LashkevichImproving Agile Processes with Customized Mission-based Practices. Case Study
    Partner organization: Pipedrive 
    Supervisors: Fredrik Payman Milani, Mario Ezequiel Scott
  4. Laura RuusmannComparison of Category-level, Item-level and General Sales Forecasting Models
    Partner organization: STACC
    Supervisors: Marlon Dumas, Eerik Muuli
  5. 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:

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