Peter Juhasz

Peter Juhasz

PhD Fellow

Aarhus University

Peter Juhasz

I am a PhD Fellow in Mathematics under the supervision of Christian Hirsch, and a member of the Stochastics Research Group at Aarhus University. My doctoral research focuses on the combination of discrete stochastic processes and topological data analysis.

Prior to my doctoral studies, I worked as a deep learning researcher in the field of automated driving at Bosch Group Hungary. Additionally, I have experience as a software architect in the same field. I started my career at Ericsson Telecommunications Hungary as a software engineer for mobile network routers.

I hold an MSc degree in Physics from Budapest University of Technology and Economics.

Interests
  • Probability Theory
  • Network Models
  • Topological Data Analysis
Education
  • PhD in Mathematics, 2022 - now

    Aarhus University

  • MBA in Finance, 2019 - 2021

    Budapest University of Technology and Economics

  • MSc in Physics, 2013 - 2016

    Budapest University of Technology and Economics

  • BSc in Physics, 2010 - 2013

    Budapest University of Technology and Economics

Skills

Programming
Python
C++
Git
SQL
Languages
Hungarian
English
German

Professional Experience

 
 
 
 
 
Aarhus University
Research Assistant in Spatial Statistics
November 2022 – Present Aarhus, Denmark
  • Developed topological data analysis based models for higher-order networks
  • Proved theorems in the field of marked spatial stochastic point processes
 
 
 
 
 
Bosch Group Hungary
Deep Learning Researcher in Automated Driving
July 2021 – October 2022 Budapest, Hungary
  • Trajectory prediction with Gaussian regression
  • Real time object tracking with temporal convolutional neural networks
  • Object detection and classification with ultrasonic sensors
 
 
 
 
 
Bosch Group Hungary
Software Architect in Automated Driving
May 2018 – July 2021 Budapest, Hungary
  • Coordinated 2 teams in the integration of driver monitoring camera
  • Certified Professional in Software Architecture (International Software Architecture Qualification Board)
 
 
 
 
 
Ericsson Telecommunications Hungary
Software Engineer for Mobile Networks
March 2016 – May 2018 Budapest, Hungary
  • Analyzed response times of distributed database servers for optimal load balancing
  • Coordinated a team of eight as a deputy of the product owner
  • Implemented performance critical algorithms for Smart Services Routers

Publications

Awards, Grants

Aarhus University
Academic Mobility Grant for International Exchange
20 000 DKK Evolving Stochastic Network Models
Danish Data Science Academy
PhD Fellowship Grant – DDSA-PhD-2022-008
1 890 000 DKK Topological Data Analysis Based Models of Evolving Higher-Order Networks
Hungarian National Bank
Excellence Award for Outstanding Thesis and Diploma Work
350 000 HUF Digitalization, Artificial Intelligence, and the Age of Data – What Makes a Meme Viral?

Additional Qualifications

(2021). Certified Software Designer. – Bosch Group.

Certificate

(2021). Certified Professional for Software Architecture. – International Software Architecture Qualification Board.

Certificate

Contact