Curriculum Vitae

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  • 2018 - now
    Researcher and Doctoral Researcher in Signal Processing and Machine Learning for Integrated Communication and Sensing
    Doctoral research since 2020; thesis in final writing phase with submission expected by the end of 2026. Develops neural-network methods for joint detection, parameter estimation and model-order selection, trained on synthetic data and validated on real-world measurements.
    EMS Group, Technische Universität Ilmenau
    External Link
  • 2016 - 2018
    Master studies in Electrical Engineering
    Thesis: Modelling of an OFDM-based passive radar and study of respective key performance parameters.
    EMS Group, Technische Universität Ilmenau
    External Link
  • 2015 - 2016
    Wireless Research Intern
    Measured and optimised USRP SDR frontend latency; supported a V2X communication trial with Volkswagen; deployed and optimised the SDR software environment; contributed to the development of a joint patent concept, technical documentation, team IT infrastructure, and a prototype GUI.
    Huawei European Research Center, Munich
    External Link
  • 2012 - 2016
    Bachelor studies in Electrical Engineering
    Thesis: Design of system-orientated cooperative radar concepts based on OFDM waveform.
    ESCS Group, Technische Universität Ilmenau
    External Link

Skills and Hobbies

  • Signal Processing and Sensing
    Integrated Communication and Sensing, radar sensing, wireless propagation-parameter estimation, harmonic retrieval, target detection, model-order selection, radio-channel measurements.
  • Machine Learning and Scientific Computing
    Deep learning, convolutional neural networks, PyTorch, PyTorch Lightning, CUDA/GPU training, NumPy, SciPy, synthetic-data generation, measurement-based evaluation, hybrid model-based and machine-learning estimation, experiment tracking with Weights & Biases, Neptune and MLflow.
  • Software Engineering and Infrastructure
    Python, MATLAB, shell scripting, software testing, Python packaging and deployment, API integration and prototyping, Git/GitHub, CI/CD, Linux system administration, multi-user GPU-node administration, HPC and cluster computing, Docker, Podman, reproducible ML environments, container networking, service hosting and cryptographic security.
  • Sports
    Hiking, Running, Tennis, Climbing, Swimming, occasionally lifting weights at the gym.
  • Hobbies
    Gardening, Socializing with friends, Gaming, Internet culture.
  • Favorite People
    My girlfriend and my dogs. There are also others.

Projects