Internship/Master-Thesis: Development Of Generative Ai For Radar Signal Simulation

Vor 6 Tagen

Berlin, Berlin, Deutschland HELLA & Co. KGaA. Vollzeit 40.000 € - 60.000 € pro Jahr

INTERNSHIP/MASTER-THESIS: DEVELOPMENT OF GENERATIVE AI FOR RADAR SIGNAL SIMULATION

Location Lippstadt, Germany

FORVIA HELLA is a listed international automotive supplier. As a company of the FORVIA Group, FORVIA HELLA stands for high-performance lighting technology and vehicle electronics and, with the Lifecycle Solutions Business Group, also covers a broad service and product portfolio for the spare parts and workshop business as well as for manufacturers of special vehicles. With currently around 36,500 employees at over 125 locations, the Company is active worldwide and generated adjusted sales of €8.1 billion in fiscal year 2024.

YOUR TASKS

During
your internship, you will support our team in researching and developing
innovative AI methods for simulating realistic raw radar data. Your tasks will
include:

  • Research & Analysis: Conducting literature research and familiarizing yourself with existing methods for synthetic radar signal generation.
  • Model Development: Assisting in the development, adaptation, and training of generative AI methods (e.g., diffusion models) for generating raw radar data.
  • Implementation: Supporting the team in executing tests to evaluate data quality and software performance.
  • Evaluation & Comparison: Comparing generated data with real measurement results and assessing their quality.
  • Documentation & Presentation: Documenting your results and insights and preparing them in a structured and clear manner for presentation

START: As
soon as possible
DURATION: at least 12 weeks

 

YOUR QUALIFICATIONS

  • Education: You
    are currently enrolled in a Master's program in Electrical Engineering,
    Computer Science, or a closely related field.
  • Programming
    Skills: You
    possess strong programming skills in Python and have practical experience with PyTorch.
  • Deep
    Learning Expertise: You have a solid understanding of Deep
    Learning methodologies and generative models, such as Variational Autoencoders
    (VAE) and Diffusion Models.
  • Language
    Proficiency: You
    demonstrate excellent proficiency in either German or English (minimum C1
    level).

Even if you do not meet all our requirements, do not hesitate to apply to us, because the further development of our employees is very important to us and opens up a wide range of opportunities for you in our company.

Hella stands for the variety of all employees. Inclusion and diversity are firmly anchored in our company culture. We are continuously looking for new team players and welcome applications from all interested parties, regardless of their ethical and social background, age, religion, gender, disability, sexual orientation or identity.

HELLA GmbH & Co. KGaA
Benedict Stratmann
Rixbecker Str. 75  
59552 Lippstadt

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