Vadim Borisov, PhD

Experience

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  RIKEN

  Aug 2014 - Oct 2014

  Intern

  Developed a behavior model written in a C-like language for a Carbon Nanotubes Transistor (CNT)

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  Fraunhofer Institute for Integrated Circuits IIS, Design Automation Division EAS

  Jul 2015 - Aug 2016

  Intern / Software Developer

  I was working in a small group with several developers; my part was to implement new / enhance old features for an automation framework.Technologies: Python, NumPy/SciPy, svn, LISP.

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  Reutlingen University

  Oct 2016 - Oct 2018

  Research Fellow

  • Applying AI technologies to electronic design automation with the industry partner BOSCH.• Investigation of novel blackbox verification techniques using Machine Learning and Deep Learning / Artificial Neural Networks approaches. Gradient Boosting + ANNs.• Evaluation algorithms with different mutation techniques. Computer Vision for the failure detection using CNNs• Developed a deep reinforcement learning based approach to accelerate parameter selections.

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  University of Tübingen

  Oct 2018 - May 2023

  Machine & Deep Learning interpretability and explainability;Deep Learning for tabular data; Teaching Assistant for "Data Mining and Probabilistic Reasoning", "Explainable and Fair Machine Learning Methods" classes.

  • Ph.D. Student / Research Fellow

    Oct 2018 - May 2023

  • Teaching Assistant

    Oct 2018 - Dec 2022
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  Translated

  Jan 2023 - May 2023

  Visiting Researcher
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  Tabularis.ai

  Jul 2023 - now

  Co-Founder
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  Hospital of the university of Tübingen

  Oct 2023 - Feb 2025

  Postdoctoral Researcher

  Advance machine learning techniques for microbiome.