Timon Höfer
Research Scientist and Product Owner
Experience
Research Scientist and Product Owner
Porsche Digital
- Technical lead for LLM initiatives
- AI enablement within the company
Lecturer
University of Reutlingen
- Lecturer in the master program: Human-Centered Computing M. Sc.
- Organization and supervision of the lecture: Formal methods of Human-Centered Computing
Lecturer, AI for Trading
Udacity
- Lectured student classes of up to 200 students
- Supervised and graded bachelor theses
Instructor, Computer Vision
Udacity
- Instructed student research assistants as part of the iBinPick and SafeAI projects to assist with data preparation and perform neural network training and evaluation
Research Scientist & Ph. D. Candidate
University of Tübingen
- Project iBinPick: Development of a 6D pose estimation scheme of industrial objects for the task of bin picking using RGB-D sensors
- Project SafeAI: Human detection in fields and urban scenarios using lidar/RGB-D sensors
Intern
Hannover RE
- Development and implementation of an alternative calibration for the credit risk model
- Further development of an optimization algorithm (strategic asset allocation)
Industries Experience
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Experienced in Education (4 years), Manufacturing (4 years), and Automotive (2.5 years).
Business Areas Experience
The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.
Experienced in Product Development (6.5 years), Research and Development (6.5 years), and Information Technology (4 years).
Summary
With a solid foundation in theoretical mathematics, backed by both a Bachelor's and a Master's degree, my professional journey has evolved into the dynamic realm of Artificial Intelligence. This transformation began with the pursuit of a Ph.D. in computer science, where I specialized in deep learning for computer vision. Currently, as a Research Scientist and Product Owner at Porsche Digital, I am actively contributing to the cutting-edge intersection of AI and industry, propelling innovation and technological advancements.
Skills
- Machine Learning
- Deep Learning
- Computer Vision
- Object Detection
- Pose Estimation
- Implicit Neural Representations
- Python
- Latex
- Matlab
- Git
- Vba
- Jira
- Javascript
- Pytorch
- Tensorflow
- Jax
Languages
Education
University of Tübingen
Ph.D. in Computer Science · Computer Science · Tübingen, Germany · Magna cum laude
University of Manchester
United Kingdom · Very Good (GPA: 4.0)
University of Tübingen
M.Sc. in Mathematics · Mathematics · Germany · 1.2; Very Good (GPA: 3.8)
Profile
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