Sandro Radovanović

Sandro Radovanović

Assistant Professor at University of Belgrade

University of Belgrade, Faculty of Organizational Sciences

Biography

I am an assistant professor in the Center for Decision Making at University of Belgrade, Faculty of Organizational Sciences. My research builds on designing and developing machine learning models and decision support systems, as well as employing concepts from decision theory in real-world applications. I am particularly interested in tacking the problem of inequality in algorithmic decision making.

I’m blessed to work in a lab full of fantastic people. Beside my mentors Milija Suknović and Boris Delibašić, I work with Miloš Jovanović, Milan Vukićević and Andrija Petrović.

Currently, I serve as a director for operations at the Equity and Access in Algorithms, Mechanisms, and Optimization (formerly MD4SG). Also, I’m a board of assistant member at Euro Working Group on Decision Support Systems from May 2018.

I would be more than happy to discuss and share ideas, or chat if you have any question!

Download my resumé and my full bibliography .

Interests
  • Machine Learning
  • Decision Support Systems
  • Decision Theory
  • Fairness and Justice in Algorithmic Decision Making
Education
  • PhD in Information Systems, 2021

    University of Belgrade, Faculty of Organizational Sciences

  • MSc in Information Systems and Technologies - Business Intelligence, 2013

    University of Belgrade, Faculty of Organizational Sciences

  • BSc in Information Systems and Technologies, 2012

    University of Belgrade, Faculty of Organizational Sciences

Current Positions

 
 
 
 
 
University of Belgrade, Faculty of Organizational Sciences
Assistant Professor
Dec 2021 – Present Belgrade, Serbia
Teaching subjects related to the Data Science in general. More specifically, Machine Learning, Decision Theory, Decision Support Systems, Business Intelligence, and Data Warehouses.
 
 
 
 
 
Equity and Access in Algorithms, Mechanisms, and Optimization
Director of Operations
Feb 2024 – Present Belgrade, Serbia
Equity and Access in Algorithms, Mechanisms, and Optimization is a community of over 3000 people coming from 130+ institutions in 50 countries that aims to build a research community that places the perspectives and interests of marginalized groups at the foundation of algorithmic and resource allocation systems.
 
 
 
 
 
Independent Consultant
Machine Learning & Deep Learning Engineer
Oct 2023 – Present Belgrade, Serbia
Working on various Machine Learning, Deep Learning, and Generative AI projects.

Recent Publications

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(2024). Combining LLM and DIDEX method to predict Internal Migrations in Serbia. In ICDSST 2024.

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(2024). Effect of argon plasma abutment activation on soft tissue healing: RCT with histological assessment. In CIDRR.

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(2024). Diagnostic value of VEGF in peri-implantitis and its correlation with titanium particles: A controlled clinical study. In Dental Materials.

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(2024). Developing a machine learning model for bleeding prediction in patients with cancer-associated thrombosis receiving anticoagulation therapy. In JTH.

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(2023). Resolution of peri-implant mucositis following standard treatment: A prospective split-mouth study. In JPER.

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