About Me

Software Engineer passionate about smart code and high mountains.

I'm into deep learning and developing new AI applications in the field of computer vision. Always eager to advance myself in professional software development and keeping up with the latest machine learning technology. After my bachelor's degree in Business Information Systems I worked for three years developing an international e-commerce platform. In 2021 I accomplished my Computer Science master's with a focus on the security of deep learning.
I have gathered great experiences on my first big mountain project, the Kilimanjaro, as well as from multiple alpine climbing, paragliding and skiing tours across the alps.

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Career

Swarm Analytics

Deep Learning Engineer • Innsbruck, Austria • 2021 - present

Deep learning for object detection, text recognition and classification in traffic domain.

  • Responsible for the deep learning software stack based on PyTorch with multi-GPU training, evaluation & optimization of up to 100 models per month
  • Developing a CNN-based automatic number plate recognition system with >95% accuracy
  • Researching & assessing the latest academic methodologies and their product value

Security & Privacy Lab

Student Assistant • Innsbruck, Austria • 2019 - 2021

Research on the security of machine learning models

  • Co-authoring scientific papers published in international conferences and workshops
  • Supporting university teaching on the computer networking bachelor's lecture

Speed U Up

Software Engineer • Innsbruck, Austria • 2018 - 2019

Developing applications for digital voice assistants

  • Erlebe Tirol, voice application of the brand Tirol for Alexa & Google Assistant
  • RelatedToAustria, audio AR city guide iOS App for the Bose Frames, won several awards

REHAU AG + Co

Software Engineer & Consultant • Hof, Germany • 2016 - 2018

Developing a B2B e-commerce web application

  • Full-stack development of a high-availability e-commerce platform based on SAP Hybris with over 5.000 monthly orders
  • International roll-out of the portal in over 20 countries

Education

University of Innsbruck

M.Sc. in Computer Science • February 2021

Graduated with 1.3 / A
Thesis: "Evaluating the Security of Neural Networks on a Defense Against Adversarial Examples"

Hof University

B.Sc. in Information Systems • December 2015

Graduated with 1.6 / A
Thesis: "Application Performance Management by the Example of the REHAU Customer Portal"

Publications

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Email

mail@tkupek.eu