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Daniel Szostak

Daniel Szostak

Followers of Daniel Szostak127 followers
location of Daniel SzostakWrocław, Dolnośląskie, Poland

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  • Timeline

  • About me

    Software Developer

  • Education

    • Wroclaw University of Science and Technology

      2018 - 2023
      PhD Computer Science

      • Writting scripts in Python using Scikit-Learn• Doing research using different forecasting methods• Filed of study: Backbone networks traffic prediction using Machine Learning algorithms and other forecasting methods

    • Wroclaw University of Science and Technology

      2013 - 2017
      Bachelor's degree Information and Communication Technology - ICT networks design

      • Bachelor's Thesis: Software Defect Prediction with Data Mining Algorithms

    • Wroclaw University of Science and Technology

      2017 - 2018
      Master's degree - Advanced Informatics and Control Computer Science

      • Wrote programms in C++/java/C#/R for various projects• Master's Thesis: Computer Networks Optimization and Traffic Prediction using Machine Learning Algorithms

  • Experience

    • Nokia

      Jul 2016 - Feb 2017

      • Developed, documented and executed test scenarios using Python and ROBOT framework• Built and configured testlines in laboratory• Supported developing LTE base station software• Maintained software testing processes • Developed, documented and executed test scenarios using Python and ROBOT framework• Built and configured testlines in laboratory• Supported developing LTE base station software• Maintained software testing processes

      • Engineer in Software Test

        Dec 2016 - Feb 2017

      • Software Test Working Student

        Jul 2016 - Nov 2016

    • TransPerfect

      Jul 2017 - Sept 2017
      Summer Intern

      • Created products that allow and simplify translating process of website content• Implemented new system features using .NET, C#• Developed new translation functionalities of Sitecore framework• Designed and implemented web services (JavaScript, HTML, CSS)

    • Politechnika Wrocławska

      Oct 2018 - Oct 2022
      Academic Teacher - assistant

      • Specialized in Machine Learning pipelines for traffic forecasting• Designed research of traffic forecasting in Optical Networks using Machine Learning and Time Series algorithms• Implemented over 1000 experiments in Python using Machine Learning and specialized libraries (i.e. Scikit-learn, Scipy, Pandas)• Wrote articles for international journals and conferences• Conducted Object Oriented Programming (C#, C++, Java, Python) and Local Area Network classes – project and laboratory Show less

    • TransPerfect

      Dec 2022 - now

      • Software developing of web applications based on Microsoft technologies (.Net, SQL Server)• Implementing new features of TransPerfect Adaptors based on Product Manager and clients requirements• Investigating and fixing bugs for TransPerfect Adaptors• Migrating from SOAP calls to REST API calls in Sitecore Adaptor• Optimizing architecture of TransPerfect Adaptors

      • Software Developer

        Nov 2023 - now

      • Junior Software Developer

        Dec 2022 - Nov 2023

  • Licenses & Certifications