Andrey Yershov

Angestellt, Optical Inspection Engineer, DIOPTIC GmbH
Heidelberg, Germany

Fähigkeiten und Kenntnisse

Python
Git
Linux
Maschinelles Lernen
Python pandas
Data Science
ML
Deep learning
Software Development
OpenCV
NumPy
PyTorch
Photonics
segmentation
object detection
Reliability
Engineering
Technology
Computer Vision
machine vision
Robotics
Commitment
Communication skills
Flexibility
Localization
Molecular Biology
Microscopy
Software
Facial Recognition
Artificial intelligence
AI
Physics
Applied Physics
Prototyping
Image Processing
Medical Image Processing
Morphological image processing
Digital image processing
python
Machine Learning
computer vision
Human-robot Interaction
Robot Operating System (ROS)
Robot Operating System
Robotic Design
3D printing
CAD
Computer Hardware
Computer Hardware Technician
Hardware installation
computer hardware
Computer-Hardware-Techniker
Hardware and Computer architecture
FPGA
Deep Learning
Lokalisierung
Optics
Fiber optics
Optical Metrology
Photonik
System Design

Werdegang

Berufserfahrung von Andrey Yershov

  • Current 2 years and 11 months, since Jul 2023

    Optical Inspection Engineer

    DIOPTIC GmbH

  • Current 4 years and 3 months, since Mar 2022

    Graduate Computer Vision Researcher

    Leibniz Institut für Photonische Technologien

    Constructed deep learning pipeline for single molecule localization microscopy image analysis with Prof. Dr. Franke. Created dataset for semantic instance segmentation of subcellular organelles, with models achieving up to 97% pixel accuracy.

  • 2 years and 5 months, May 2019 - Sep 2021

    Human-Robot Interaction Researcher

    Nazarbayev University

    Applied machine learning for computer vision task with Prof. Dr. Sandygulova. A dataset for action based human characteristics' recognition was prepared for ML application. Achieved accuracy up to 94% for action recognition, age and gender estimation model using PyTorch on a ~2k video dataset.

  • 2 years and 4 months, May 2014 - Aug 2016

    Computer Repair Specialist

    Shift Computer Hardware

Ausbildung von Andrey Yershov

  • Current 3 years and 9 months, since Sep 2022

    M.Sc. Photonics

    Friedrich-Schiller-Universität Jena

  • 5 years and 11 months, Aug 2016 - Jun 2022

    B.Sc. Robotics

    Nazarbayev University

Sprachen

  • English

    C1 (Fließend)

  • Kazakh

    C2 (Verhandlungssicher / Muttersprachlich)

  • Turkish

    A1-A2 (Grundkenntnisse)

  • German

    B1-B2 (Gute Kenntnisse)

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