Johannes (Dr.) Riesterer
Managing Partner & Technical Director
Experience
Managing Partner & Technical Director
Studio Fluffy UG
- Scientific Computing
- Machine Learning
- Generative Design & UX
Research Associate
Institut für Pervasive Computing Systems, KIT
- Stochastic Algorithms
- Numerical Methods
- Machine Learning
- IoT & Big Data
Lecturer
DHBW
- Computer Graphics
- Mathematics
- Stochastics
- Type Theory
- Numerical Analysis
- Generative Models
Freelancer
Büro Zwei
- Scientific Computing
- Machine Learning
- Computer Graphics & Multimedia
Research Associate
Institut für Algebra und Geometrie, KIT
- Conducted university courses
- Supervised tutorial groups in algebra and geometry
Industries Experience
See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.
Experienced in Education (15.5 years) and Information Technology (12 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 Research and Development (16.5 years), Information Technology (12 years), and Product Development (12 years).
Summary
I am a mathematician and software engineer, combining interdisciplinary topics from mathematics and computer science. I have solid theoretical knowledge and many years of practical experience in industry. I am passionate about technologies, especially when they are used in a human-centered and creative way.
Skills
- Deep Learning And Computer Vision
- Reinforcement Learning And Ai Agents
- (Physical) Simulation And Optimization (Cae)
- Computer Graphics And Mixed Reality (Ar/vr)
- Algorithmic Geometry (Cad/cam)
- Data Science And Big Data
- Type Theory And Theorem Provers
- Formal Systems And Domain-specific Languages
- Software Architecture And Systems Engineering
- Iot And Embedded Systems
Programming Languages
- C/c++
- Rust
- C#
- Java
- Python
- Haskell
- Lean
- Lisp
- Javascript
- Html
- Php
Libraries And Frameworks
- Fenics
- Blas
- Tensorflow
- Keras
- Pytorch
- Petsc
- Numpy
- Matplotlib
- Pandas
- Dask
- Scikit-learn
- Scipy
- Paraview
- Opencv
- Unittest
- Lapack
- Mpi
- Openmp
- React
- Blender
- Opengl
- Unity
- Mqtt
- Kafka
- Freecad
- Spark
- Mathlib
Infrastructure And Platforms
- Docker
- Kubernetes
- Aws
- Azure
- Make
- Cmake
- Git
- Vscode
- Node
- Visual Studio
- Sql
- Nosql
- Jupyter
Languages
Education
Karlsruhe Institute of Technology (KIT)
PhD (Dr. rer. nat.) in Differential Geometry, Algebra, Topology, Numerical Analysis, Computer Graphics · Differential Geometry, Algebra, Topology, Numerical Analysis, Computer Graphics · Karlsruhe, Germany
University of Karlsruhe (TH)
Diploma in Mathematics, geometry, topology, category theory, analysis, algebra, scientific computing, numerical analysis, · Mathematics · Karlsruhe, Germany
Profile
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