Experience

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  University of szeged

  Sept 2011 - Aug 2018

  Part-time contract for participation in EFOP project focusing on building an industrial mathematical network (named HU-MATHS-IN, part of European network EU-MATHS-IN) in Hungary. This network involves participants of industry and academics and provides connection and smooth communication between them.Leader of the cooperation between Bolyai Institue and Robert Bosch Kft, in project 'Lane modelling for video-based driver assistance system'. This project is about designing and implementing an algorithm, which estimates lane from stereo video data focusing on complex environments e.g. construction zones on highway.Supervision of MSc theses:- 3 MSc thesis workers Science promoting talk in the Bolyai Institute and József Attila Grammar School, Makó. Show less Part-time contract for participation in various projects.EPIDELAY Research groupResearch in applied mathematics, in particular, mathematical epidemiology.http://www.epidelay.u-szeged.hu/Supervisor: Gergely RöstHungary-Serbia IPA Cross-border Co-operation Programme Non-Standard Forms of Teaching MathematicsDeveloping teaching materials, giving talks, organization (summer/winter school, conference)Supervisor: János Karsaihttp://www.dmi.uns.ac.rs/ipa/index.html#!home Show less

  • Research Fellow

    Sept 2017 - Aug 2018

  • Junior Research Assistant

    Sept 2016 - Aug 2017

  • Junior Research Assistant

    Sept 2014 - Aug 2016

  • Phd Student Lecturer

    Sept 2013 - Aug 2016

  • Instructor

    Sept 2011 - Aug 2013
• 

  York university

  Jul 2015 - Oct 2015

  Junior research assistant

  Junior Research Assistant at ABM LabSupervisor: Seyed M. Moghadas

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  Bosch

  Sept 2016 - Oct 2019

  Level 4-5 automated driving project.Activities:- supervisor in an MSc thesis (Gergő Fehér)- development of algorithms on synthetic data generation for blocked sensors- participate in interviewing process for building up developer teams- science-promoting talk @Bolyai Institute, Szeged- talk at AD meetup 4.0 @Akvárium Klub, Budapest Level 4-5 automated driving project.Role: development engineerMain topics: - development in C++, Python- machine learning- algorithms for Radar, Video sensors- Scrum Master in a development team - Feature responsible in radar-based environment modelling subsystem- Scrum Master in a team of algorithm developers- Talk at lecture of MSc course of BME (object tracking and type classification)- Organization of peer-learning seminar on Machine Learning (incl. novel mathematical framework)https://www.bosch-mobility-solutions.com/en/products-and-services/passenger-cars-and-light-commercial-vehicles/driver-assistance-systems/predictive-pedestrian-protection/ - Algorithm developer in radar-based environment modelling subsystem (focus: object type classification)- Talks at lectures of Bosch ECB university course (radar-based driver assistance systems, automated driving)

  • Machine Learning Engineer

    Mar 2019 - Oct 2019

  • Machine Learning Engineer

    Sept 2018 - Feb 2019

  • Staff Software Engineer

    Jan 2018 - Aug 2018

  • Software Engineer

    Sept 2016 - Dec 2017
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  Optai solutions kft.

  Jan 2019 - Aug 2020

  Co-founder and cto

  Roles:- Python Developer, Machine Learning Engineer- Team Leader- EducatorTasks:- developing algorithms for automated invoice processing, incl. Machine Learning, Image Processing, Optical Character Recognition- coordinating a developer team (implementation in C++, Python)- developing training materials in Machine Learning and related background- contributing to business decisions as a co-founder- network building activities- helding internal trainings on Machine Learning- supervising team of students from secondary grammar school in a research project about object classification on images (aka Kutatóiskola)- being responsible for membership in AI Coalition Hungary Show less

• 

  University of szeged

  Jan 2020 - now

  Teaching/Supervising activities: - supervision of Ph.D. student Evans Korir- for courses, see my websiteOther activities:- 3 Maths promoting talks- collaboration with academic research group for developing software on photoacustic chamber design- invited speaker at workgroup seminar of MILAB NN & DE research group- seminar talk about Basics of Data Science for epidemiology- member of the organizing commitee of "The 6th Conference for PhD Students in Mathematics" (chair at various sections) Show less Lead researcher in the group focusing on real-time modelling of COVID19 pandemic in Hungary. The project is a collaboration with the Ministry of Innovation and Technology.The team collaborates with epidemiologists, data scientists, analyzes the current situation in Hungary, delivers reports to the Hungarian Government and supports the Government in strategic decisions.My work involves developing & validating models in Python and Wolfram Mathematica.Other activities:- 3 talks at Epidemiology Workshop organized in Kecskemét, 14-16. July, 2021 Show less Participating in EU-funded project EFOP-3.6.2-16-2017-00015, working on collaborative industrial project (1/2020-9/2020) and research about synthetic data generation for foggy camera images (9/2020-3/2021).Participating in EU-funded project EFOP-3.6.1-16, working on "Intelligent healthcare technologies, methodologies and applications" (3/2021-9/2021).Teaching/Supervising activities:- MSc thesis on self-driving cars- for courses, see my websiteOther activities:- 4 Maths promoting talks Show less

  • Assistant Professor

    Oct 2022 - now

  • Senior Researcher

    Apr 2022 - now

  • Assistant Professor

    Sept 2021 - Sept 2022

  • Lead Researcher

    Mar 2020 - Mar 2022

  • Research Fellow

    Jan 2020 - Aug 2021
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  Smart software consulting kft.

  Oct 2020 - now

  Co-founder and ceo

  Roles:- Developer/Analyst- Product Owner - SW Architect- EducatorTasks:- responsibility over business decisions- coordination of development team- training junior colleagues- project planning- hiring new colleagues- data analysis in fixed-term contracts

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  Eötvös loránd university

  Oct 2021 - Jun 2022

  External lecturer

  External lecturer at courses - Mathematical modelling project work (supervising 8 students)- Project Work (~thesis, supervising 3 students in various topcs: object detection, time series prediction)- member of the final examination commitee at AI specialization program held by Eötvös Lóránd University.

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  Nemzeti adó- és vámhivatal / national tax and customs administration

  Aug 2022 - Jun 2023

  Scientific researcher

  Researcher at the AI Research Group at National Tax and Custom AdministrationProject lead for data analysis of Online Cashier Data set targeting development of specialized price indicators and data preprocessing methods for item name recognition.

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  Hcemm / hungarian centre of excellence for molecular medicine

  Oct 2022 - Aug 2023

  Researcher

  Researcher at the Advanced Core Facility Unit - Scientific Computing Group.- support the research of the core groups of H-CEMM in quantitative analysis including data science, bioinformatics, biostatistics - helding trainings and seminars about state-of-the-art results in computational biology establishing common knowledge base in mathematical modelling, statistical analysis, data science and machine learning- creating software modules and frameworks supporting research of the H-CEMM core groups, developing new algorithms for specific tasks Show less