Freelancer profile translated to English.

Description

My expertise lies in image and data processing with Python. I bring years of programming experience from several research projects and am proficient in libraries such as PyTorch, TensorFlow, TensorBoard, NumPy, pandas, matplotlib, and seaborn, among others. I have also developed web interfaces with Flask.

I place great importance on clean documentation and code versioning, using GitLab or GitHub for this purpose. I can effectively present results and communicate them to non-technical teams, as I have experience presenting at international conferences, making English a non-issue as a project language.

Industry field of expertise

Languages

German
Native or bilingual
English
Fluent
French
Basic
Russian
Basic

Workplace preferences

Can work on-site

Dresden (up to 50km)

KMU (Thüringen)
Human Machine Interface (C# | .NET10 | OPC UA)
CHEMICAL
February 2026 - March 2026 (1 month)
Concept and implementation of a Human-Machine-Interface with .NET10
Communication interface to the server via OPC UA
Deployment on a Raspberry Pi as an Edge Device
C# .NET OPC UA Software Development IoT
Fakultät für Elektrotechnik, TU Dresden
AI Application in Biomedicine
RESEARCH
May 2022 - December 2025 (3 years and 7 months)
Dresden, Germany
Creation of training and test datasets based on experimental image data and simulations; Programming of neural networks for image reconstruction (PyTorch, TensorFlow); Monitoring, evaluation, and optimization of trained networks (MLFlow, Tensorboard); Versioning and documentation (GitLab, MarkDown); Presentation of research work at project meetings and international conferences (Jira, Trello, PowerPoint)
Python MLflow Kanban Git Deep Learning
TU Dresden, Fakultät für Elektrotechnik
Deep Tissue Imaging
RESEARCH
October 2020 - December 2025 (5 years and 2 months)
Dresden, Germany
Conception and construction of laser microscopes with adaptive optics for aberration correction and for 3D scans;
Design, setup, and evaluation of high-resolution microscopy systems with structured illumination as well as multiphoton and confocal microscopes;
Development and training of Reinforcement Learning agents for system control (MatLab, Python with Opengym, Matplotlib, NumPy, Pandas, Seaborn)
Python Computer Vision Kanban Microscopy Reinforcement Learning