CV
Curriculum vitae
Work experience
Aug 2023 - present
Postdoctoral Research Fellow, Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore
Developed an RNA foundation model for several structural and functional downstream tasks.
Python, PyTorch, LaTeX
Advisor: Prof. Mile Šikić, Ph.D.
Nov 2022 - present
Postdoctoral Research Fellow, Faculty of Electrical Engineering and Computing, University of Zagreb, Croatia
Using deep generative models for medical imaging reconstructions via posterior sampling.
Python, PyTorch, LaTeX
Advisor: Prof. Damir Seršić, Ph.D.
Sep 2021 - Aug 2022
Research Fellow, Department of Mathematics and Computer Science, University of Basel, Switzerland
Conducted research on implicit neural representations and their generative modeling for inverse acoustic obstacle scattering
Python, PyTorch, LaTeX, Git
Advisor: Prof. Ivan Dokmanić, Ph.D.
Nov 2017 - Oct 2021
Graduate Research & Teaching Assistant, Faculty of Electrical Engineering and Computing, University of Zagreb, Croatia
Conducted research in the field of image and signal processing with a focus on compressive sensing, sparse modeling and sampling theories
MATLAB, LaTeX, Git
Supervised undergraduate and graduate student theses
Teaching: Signals and Systems
Advisor: Prof. Damir Seršić, Ph.D.
Oct 2016 - Oct 2017
Research Assistant, Faculty of Electrical Engineering and Computing, University of Zagreb, Croatia
Conducted simulations for and constructed a multiphase resonant motor, designed a power inverter, and developed corresponding embedded software for field-oriented motor control
MATLAB, Altium Designer, C, FreeRTOS
Advisor: Prof. Damir Seršić, Ph.D.
Jul 2016 - Sep 2016
Embedded Hardware Engineering Intern, Rimac Automobili d.o.o., Sveta Nedelja, Croatia
Worked on a battery management system (BMS) team
Altium Designer
Mar 2016 - Jun 2016
Teaching Assistant, Faculty of Electrical Engineering and Computing, University of Zagreb, Croatia
Courses: Signals and Systems, Information Processing
Supervised computer lab exercise sections in MATLAB
Education
Mar 2018 - Oct 2022
Ph.D. in Electrical Engineering
Faculty of Electrical Engineering and Computing, University of Zagreb, Croatia
Dissertation topic: Adaptive Compressive Sensing in Polynomial and Shift-Invariant Spaces
Advisor: Prof. Damir Seršić, Ph.D.
Oct 2015 - Jul 2017
M.Sc. in Electrical Engineering and Information Technology
Faculty of Electrical Engineering and Computing, University of Zagreb, Croatia
Thesis: Multiphase Actuator Control System
Advisor: Prof. Damir Seršić, Ph.D.
Oct 2012 - Jul 2015
B.Sc. in Electrical Engineering and Information Technology
Faculty of Electrical Engineering and Computing, University of Zagreb, Croatia
Thesis: Modeling of Objects Surfaces in Computer Tomography Images
Advisor: Prof. Damir Seršić, Ph.D.
Publications
Teaching
2018-2021, 2023
Signals and Systems
Faculty of Electrical Engineering and Computing, University of Zagreb, Croatia
Undergraduate course
Computer lab & exercise sections for domestic and Erasmus students
Scholarship
Academic year
2021-2022
Swiss Government Excellence Scholarship for Foreign Students
Host supervisor: Prof. Ivan Dokmanić, Ph.D.
Computer skills
Basic
Linux, Git
Intermediate
C, Python, PyTorch, Altium Designer
Advanced
MATLAB, LaTeX
Other information
Achievements
Elektrijada contest, an international electrical engineering students' gathering
Budva 2017 - team ranking 3/12 in Electronics 2
Rimini 2016 - team ranking 1/12 in Electronics 2
Budva 2015 - team ranking 4/12 in Electronics 1
Awards
"Josip Lončar" Silver Plaque, an award for the best doctoral dissertation for the academic year 2022-2023
Reviews
IEEE Transactions on Signal Processing
Journal of Mathematical Imaging and Vision
Languages
Croatian - Mothertongue
English - Fluent
German - Basic (simple words and phrases only)