Experience

  1. Student Assistant

    Humbold-Universität zu Berlin

  2. Student Assistant

    Freie Universität Berlin
    • Support for field campaign, recording of TLS data, vegetation mapping
    • Independent implementation of a workflow in Nextflow for tree species classification on the basis of provided DL models as well as setup and management of a Kubernetes cluster on EO-Lab
    • Revision and standardization of scripts for deep learning inference
    • Various assignments for members of the working group

  3. Student Assistant

    Humboldt-Universität zu Berlin
    • Co-development of methodological approaches, their application and independent implementation of a remote sensing analysis workflow in Nextflow

Education

  1. M.Sc. Computational Sciences

    Universität Potsdam

  2. B.Sc. Geography

    Freie Universität Berlin
    Thesis on segmentation of urban trees in aerial imagery using CNNs fine-tuned with synthetic training data. Supervised by Prof. Dr. Fabian Fassnacht and Dr. Marion Stellmes.
    Read Thesis
Skills
Technical Skills
R

Very confident handling of data processing, programming, package development, geodata analysis and visualization and visualization as well as confident handling of statistical evaluation methods.

Python

Confident in data processing, geodata analysis, package development and object-oriented programming.

C

Knowledge of procedural programming, especially in relation to geodata (GDAL/OGR).

Nextflow

Good knowledge in the conceptualization and development of remote sensing analysis workflows and their adaptation for different computing environments.

Snakemake

Basic knowledge in the conceptualization and development of workflows and their adaptation for different computing environments.

Bash

Knowledge in the creation of scripts for the automated execution of complex workflows in Linux environments.

Linux

Confident handling in Linux environments, both for scientific work processes and in everyday use.

Git

Knowledge of collaborative version management.

Docker

Knowledge of creating Docker images and working with Docker containers.

SQL

Basic knowledge of relational databases.

Kubernetes

Basic knowledge in the administration of clusters. Primarily in the cloud environment “EO-Lab”.

ArcMap, QGIS

Knowledge in the processing, analysis and visualization of geoinformation.

ERDAS Imagine

Basic knowledge in the processing and analysis of geoinformation.

LaTeX

Good knowledge of text composition, layout and document design.

Affinity Suite/Adobe CC

Basic knowledge of graphic, layout and document design.

Libre Office/MS Office

Confident with Word and PowerPoint, basic knowledge of Excel.

Languages
German
English