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NenadBalaneskovic/README.md

Hi there 👋 My Wiki

MainImage

My name is Nenad.
I am a theoretical physicist and hold a PhD in Quantum Information Theory (Quantum Computing).

  • 🔭 I’m currently working on AI/ML-driven algorithm optimization and development via Python.
  • 🌱 I’m currently developing GUIs via PyQt5.
  • 📫 How to reach me:
Source logo Name Type of source Description
XING Xing Social platform Job search
LinkedIn LinkedIn Social platform Job search
Kaggle Kaggle ML social platform Competitions & Learning
LeetCode LeetCode ML social platform Competitions & Learning
QuantumBeats Quantum Beats Project collaboration platform Personal project preferences
ExternalProjects External External project folder Diverse external ML projects

🚀 Programming Languages & Technologies

Python R C++ C# JavaScript TypeScript MATLAB Mathematica Haskell Scala HTML5 Shell MySQL MongoDB DuckDB Go Perl Ruby Rust Rhino Grasshopper PySpark Django Flask Docker Kubernetes MLflow Dagster GitHub Git Power BI Tableau KNIME AWS Azure GCP DBeaver Jenkins OpenModelica Lua OpenAI Hugging Face LaTeX Windows Linux

Personal information My CV | English

  • First name: Nenad
  • Last name: Balaneskovic
  • Date of birth: 14. 05. 1984
  • Place of birth: Nis (Serbia)
  • Nationality: German
  • Marital status: married

Professional experience

Institution Time period Type of business Title
nexonar1 01. 01. 2022 -
31. 01. 2025		 Hardware & software research (Optical laboratory) Optical engineer2
soft2tec GmbH1 01. 03. 2017 -
31. 12. 2021		 Information technology Technology consultant2
Institute for Applied Physics,
University of Technology Darmstadt		 01. 10. 2011 -
31. 03. 2016		 Information Technology Researcher (Quantum Computing)

Leadership and functional experience

Institution Time period # of people
managed		 Description
nexonar 01. 01. 2022
-
31. 01. 2025		 4 Managing maintenance, development and
tests of hardware calibration procedures
and ML/AI-driven validation algorithms
in the laboratory department
soft2tec GmbH 01. 03. 2019
-
31. 12. 2021		 4 Managing maintenance, development and
tests of hardware calibration procedures
and ML/AI-driven validation algorithms
in the laboratory department
Institute for Applied Physics,
University of Technology Darmstadt		 01. 12. 2011
-
31. 12. 2015		 5 Managing research and deployment
of innovative technology

Education

Institution Time period Major Degree Thesis title
University of Technology Darmstadt
Institute for Applied Physics, Quantum information department		 01. 10. 2011 - 31. 03. 2016 Physics Dr. rer. nat. (Physics) "Random Unitary Operations and Quantum Darwinism"
Link: https://tuprints.ulb.tu-darmstadt.de/id/eprint/5148
University of Technology Darmstadt
Institute for Nuclear Physics, Cosmology department		 01. 10. 2008 - 30. 09. 2011 Physics MSc (Physics) "Nonequilibrium and the Functional Renormalization Group"
University of Technology Darmstadt
Institute for Nuclear Physics		 01. 10. 2005 - 30. 09. 2008 Physics BSc (Physics) "Nonequilibrium Initial Conditions for Plasma Instabilities"
Grammar School »Carl-Schurz-Schule« in Frankfurt/M 01. 08. 2000 - 30. 06. 2005 Mathematics, Physics High school diploma "Taylor approximation: Theoretical aspects of Taylor series expansion
and their practical application in modern technology"

DPG-conferences

Location Description Institution Date
Heidelberg Contribution: poster Deutsche Physikalische Gesellschaft 17. 03. 2015
Berlin Contribution: presentation Deutsche Physikalische Gesellschaft 15. 03. 2014
Hannover Contribution: poster Deutsche Physikalische Gesellschaft 17. 03. 2013
Stuttgart Contribution: poster Deutsche Physikalische Gesellschaft 12. 03. 2012

DPG-seminars (in Bad Honnef)

Description Institution Date
Contribution: poster Deutsche Physikalische Gesellschaft 17. 01. 2016
Contribution: poster Deutsche Physikalische Gesellschaft 15. 10. 2015
Contribution: poster Deutsche Physikalische Gesellschaft 23. 05. 2015
Contribution: poster Deutsche Physikalische Gesellschaft 07. 05. 2012

Research supervision

Description Institution Time period
Supervision of the Bachelor-Thesis soft2tec GmbH Rüsselsheim /
University of Applied Sciences Darmstadt		 01. 04. 2024 - 31. 07. 2024
Supervision of the Bachelor-Thesis University of Technology Darmstadt 01. 05. 2014 - 31. 08. 2014
Supervision of the Bachelor-Thesis University of Technology Darmstadt 01. 05. 2013 - 31 8000 . 08. 2013

Coordination of tutoring sessions

Lecture Institution Time period
Classical & Statistical Mechanics University of Technology Darmstadt 01. 10. 2015 - 31. 03. 2016
Theoretical Quantum Optics University of Technology Darmstadt 01. 04. 2015 - 30. 09. 2015
Classical Mechanics University of Technology Darmstadt 01. 10. 2012 - 31. 03. 2013
Quantum Mechanics University of Technology Darmstadt 01. 04. 2012 - 30. 09. 2012
Electrodynamics University of Technology Darmstadt 01. 10. 2011 - 31. 03. 2012
Introduction to Theoretical Physics University of Technology Darmstadt 01. 04. 2011 - 30. 09. 2011
Quantum Mechanics University of Technology Darmstadt 01. 04. 2010 - 30. 09. 2010
Classical Mechanics University of Technology Darmstadt 01. 10. 2009 - 31. 03. 2010

Additional certified experience

Institution Time period (or Date) Name Description
AC-conference (Rüsselsheim am Main) 24. 11. 2022
-
31. 01. 2025		 AC_Certificates Contribution: tests & exercises
soft2tec GmbH / nexonar
(Rüsselsheim am Main)		 01.08.2021
-
31. 01. 2025		 14 CCMA3 research-conferences conducted
CCMA_Talks		 Contribution: presentations
VDI 19. 02. 2019 VDI-conference (Berlin) Contribution: presentation
Conference Series LLC 17. 11. 2016
-
18. 11. 2016		 Atomic Physics 2016 Conference (Atlanta, USA) Contribution: presentation & poster
Wigner Research Centre for Physics (Budapest) 05. 05. 2015 International Collaboration Conference (Pecs, Hungary) Contribution: presentation
University of Technology Darmstadt 13. 05. 2013 HDA certificate Conceptualization of lectures and research projects
University of Technology Darmstadt 09. 07. 2010 Gerhard Herzberg Award Award for special commitment to teaching and research
University of Technology Darmstadt 01. 10. 2008
-
30. 09. 2010		 Business, Corporate and Organization Management M. Sc. Lectures
University of Technology Darmstadt 01. 10. 2005
-
30. 09. 2010		 Internship Measurement Technology Practical physical courses in
measurement technology (divisions:
Solid state physics, Polymer physics,
Nuclear physics, Astronomy, Optics)

Special assignments / projects

Institution / project name Time period (or Date) Description
Atlas Copco Group May 01, 2021
-
Jan 31, 2025		 ACG_Projects
MQTT-projects (Nissan, BMW, Airbus) Dec 01, 2021
-
Mar 31, 2022		 Automation of lens aperture adjustments
Faurecia ArtIFIS Project Sep 01, 2019
-
Nov 30, 2019		 ML-driven movement control of the robotic agent (ironing and steaming of car seat cushions)
FALCON collaboration Aug 01 2019
-
Dec 31, 2021		 FEM-modeling of external stress on housings of infra-red trackers
LIANDRI collaboration May 01, 2019
-
Jun 30, 2024		 Error estimation of distance measurements
P&G Manufacturing GmbH
(Schwalbach am Taunus)		 May 01, 2019
-
Aug 31, 2019		 ML- and AI-driven mitigation of sensor noise
soft2tec GmbH
(Rüsselsheim am Main)		 Aug 01, 2018
-
Oct 31, 2019		 Gauge R&R Study optimization of the robustness of distance measurements in the course of a standard camera calibration procedure
Honda (London) Feb 01, 2018
-
May 31, 2018		 Mathematical modeling of factory workers' performance
Sense Vojta Project at DRK-Kinderklinik (Siegen) May 01, 2017
-
Jan 31, 2020		 ML-driven frequency analysis of body part movements
nexonar Calibration Automation Mar 01, 2017
-
Jan 31, 2025		 Automation of the camera calibration process

Language skills

Language Speaking Proficiency Reading Proficiency Writing Proficiency Ability to translate
German Fluent Fluent Fluent Fluent
English Fluent Fluent Fluent Fluent
Serbo-Croatian Fluent Fluent Fluent Fluent
Russian Beginner Intermediate Intermediate Intermediate

Articles and publications

Article Title Author(s)
Eur. Phys. J. D 69, 232 (2015) »Random unitary evolution model of quantum Darwinism
with pure decoherence«		 Nenad Balaneskovic
Eur. Phys. J. D 70, 177 (2016) »Dissipation, dephasing and quantum Darwinism
in qubit systems with random unitary interactions«		 Nenad Balaneskovic, Marc Mendler
ISBN 978-3-659-83733-3,
Scolar's Press (2017)		 »Random Unitary Operations and Quantum Darwinism-
Environment as an efficient quantum memory«		 Nenad Balaneskovic

Professional memberships

Organization Position (Role) Time period
Gerhard Herzberg Gesellschaft Member 01. 07. 2010 - 31. 12. 2023
Deutsche Physikalische Gesellschaft
(German Physical Society),
DPG		 Member 01. 09. 2005 - 31. 12. 2017
Studienstiftung des deutschen Volkes Scolarship recipient 01. 09. 2005 - 31. 12. 2007
Gemeinnützige Hertie-Stiftung Alumnus 01. 07. 2005 - 30. 09. 2023
Gemeinnützige Hertie-Stiftung Scolarship recipient 06. 09. 2002 - 30. 06. 2005

Footnotes

  1. Business area: Tracking systems for automotive, aerospace, medical and general industries ↩ ↩2

  2. Activity: Data analysis and data engineering as part of various industrial data science projects (automotive, aerospace and medical industries). Development and testing of AI- and ML-algorithms for motion tracking, image processing, signal processing, process automation, quality and reliability control of industrial processes and data mining, as well as design, performance and analysis of experiments involving infra-red cameras and sensors ↩ ↩2

  3. nexonar's research division on "Camera Calibration & Measurement Accuracy" ↩

Pinned Loading

  1. Balanced One Factor Gauge Study (Goo... Balanced One Factor Gauge Study (Google's java script implementation)
    1 
    //%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
    2 
    //MAIN FUNCTION BalancedOneFactorGaugeStudy()
    3 
    //%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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    function BalancedOneFactorGaugeStudy() 
    
              
    
          
    
    
    
  
    

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        MATLAB classes and modules for data ...  MATLAB classes and modules for data evaluation      
    

          
    
              
    
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    classdef CalibAnalyzer<handle
    
              
    
              
    
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        % Class for analyzing 4 csv files of several camera measurements, 1
    
              
    
              
    
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        % file for the x- and z-axis of the Schneider-Kreuznach (SK) measurement and
    
              
    
              
    
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        % 1 file for the x- and z-axis of the Attain Optics (AO) measurement in
    
              
    
              
    
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        % order to statistically evaluate the influence of two different
    
              
    
          
    
    
    
  
    

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        PyQt5 front-end GUI of the nexonarCa...  PyQt5 front-end GUI of the nexonarCalibrationAnalyzer      
    

          
    
              
    
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    class MainWindow(QMainWindow):
    
              
    
              
    
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        """The __init__ function of the MainWindow-class
    
              
    
              
    
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        initializes the structure of nCA's main window:
    
              
    
              
    
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        1) the window's length and width
    
              
    
              
    
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        2) positioning of the main menu bar and its buttons
    
              
    
          
    
    
    
  
    

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        PowerBI information panel for labora...  PowerBI information panel for laboratory's certified camera production pipeline      
    

          
    
              
    
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    The LAB division needed an interactive panel in PowerBI for displaying latest camera production
    
              
    
              
    
                2
                
    details and developments associated with different research topics. 
    
              
    
              
    
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    The panel should
    
              
    
              
    
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