INTERNSHIP/MASTER-THESIS: DEVELOPMENT OF GENERATIVE AI FOR SYNTHETIC RADAR DATA
Location Lippstadt, GermanyFORVIA 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
Are you fascinated by deep learning
& autonomous driving and want to be part of a revolutionary technology? As
an intern or master's student with a focus on Generative AI (GenAI)
in the E-LAB (www.the-e-lab.de), you have the chance to actively participate in
the development of intelligent vehicles. Together with our team, you will work
on innovative GenAl networks for autonomous driving and help shape the mobility of tomorrow.
Your
tasks include:
- Literature Research: You conduct in-depth research on current generative AI frameworks, with a focus on image and video generation.
- Transfer: You will evaluate the
transferability of methods for image and video generation for RADAR data
- Data Modeling: You develop suitable Radar data
representations for generative tasks.
- Algorithm Development: You develop, train and optimize
Diffusion models / Auto-Regressive Models for radar spectra synthesis in
autonomous driving scenarios.
START: now
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.
- GenAI
Expertise:
Ideally you have hand-on knowledge about Generative AI, such as Auto-Regressive
models 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