EVGENY GORELIK

CONTACT

kontakt@e-gorelik.de

EvgenyGorelik

SKILLS

Visual Computing, Machine Learning, Numerical Optimization, CNNs, Semantic Segmentation, Domain Adaptation

Python, C++, MATLAB, Java

QT, JavaSwing

Russian, German, English

EDUCATION

Johannes Gutenberg University | Mainz

2020

ABOUT

Computer Science student with specialization in machine learning and optimization.

Currently studying Computer Science (M.Sc.) at TU Darmstadt.

Previously studied in TU Munich, Karlsruhe Institute of Technology and Johannes Gutenberg University.

WORK EXPERIENCE

Domain Adaptation for Semantic Segmentation Networks

Continental GmbH, Lindau | 01.2022 - 08.2022 | Master Thesis

Development of a new method for visual domain adaptation in the semantic segmentation task

• Created framework for domain adaptation using representation alignment in feature space
• Summarized in Master thesis Increasing CNN generalization and robustness by visual domain adaptation

Machine Learning Intern

IAV GmbH, Chemnitz | 09.2021 - 12.2021 | Internship

Creating ADAS Pipeline for Real-Time neural network evaluation on High-Performance Kalray Computer

• Created pipeline for sending and receiving camera recordings in ADTF
• Setup Kalray High-Performance computer for Real-Time object detection
• Optimized pipeline for processing multiple camera input

Data Processing for Crystalography

University Ulm, Ulm | 12.2020 - 01.2021 | Contract Worker

Development of tools for electron diffraction

• Created program for contrast enhancement if fiducial markers
• Created interactive tool for extraction of base vectors for 3D lattice
• Created tool for periodicity analysis along base vectors in 3D lattice

Data Processing for Diffusion Model Fitting

Institute for physical chemistry, JGU, Mainz | 9.2018 - 04.2020 | Working Student

Development of an evaluation program for FRAP (flourescent recovery after photobleaching) experiments

• Created evaluation pipeline for diffusion coefficient analysis
• Summarized in Bachelor thesis Automated Data Evaluation of Microscopy Images for Diffusion Model Fitting

Application Virtualization with Microsoft App-V

ZDV (Zentrum für Datenverabeitung), JGU, Mainz | 12.2017 - today | Working Student

Maintenance and technical support for Microsoft App-V Packaging Services

• Created virtual applications for campus-wide distributions

Linear Algebra Tutor

MINT Kolleg, KIT, Karlsruhe | 09.2016 - 10.2016 | Tutor

Tutoring for an introductory course in linear algebra and mathematics

• Leading an introductory course for first term students in linear algebra and mathematics