CV
This page gives a rough overview of my career, for more information you can simply contact me.
Basics
Name | Ken-Joel Simmoteit |
Label | Robotics and control researcher |
ken-joel.simmoteit@student.kit.edu |
Work
-
2024.05 - 2024.10 Renningen, Germany
Master’s Thesis
Bosch Center for Artificial Intelligence (BCAI)
Topic: Neural Contractive Robot Learning With Full-Body Obstacle Avoidance on Riemannian Manifolds. New obstacle avoidance based on learned implicit robot surfaces and grasped objects. Design of a novel generative flow model for a contraction preserving diffeomorphism
- GenAI & Robotics
-
2023.10 - 2024.03 Renningen, Germany
Internship
Bosch Center for Artificial Intelligence (BCAI)
Learning from Demonstration based on Riemannian manifolds. Development of ROS interfaces for learning and executing robot skills
- Imitation Learning
-
2022.12 - 2023.09 Karlsruhe, Germany
Research Assistant
FZI Research Center for Information Technology
Research & development of a locomotion control for the walking robot Lauron V based on behavioral modules. Research & development of a cascaded control concept for six-legged walking robots with gait behavior generation. Design of the robot backend in ROS2 with C++. Mathematical design of the inverse kinematics of a robot leg.
- Robotics, Locomotion Behavior, Control Engineering
-
2022.10 - 2024.10 Karlsruhe, Germany
Co-Founder Tech-Startup
Desoltik, Karlsruhe
Research & development of a robot- and AI-driven desoldering system for a circular electronics industry. Exhibitor and presenter at SAP sapphire (Orlando & Barcelona) 2024, SPS (Nürnberg) 2023, BW Summit 2024. Sensor fusion of a heat array using ML and system dynamics. Development of a cascaded control loop following temperature profiles based on non-linear models. Implementation of industrial robot arms for removal of semiconductors.
- Circular industry, Control Engineering, Machine Learning, International Fairs
-
2020.10 - 2021.03 Leinfelden, Germany
Internship
Robert Bosch Power Tools GmbH
Construction and prototyping of mechanical assemblies. Support in the development of 4+ new devices.
- Mechanical Design, System Dynamics, Patent
Volunteer
-
2021.09 - 2022.09 Karlsruhe, Germany
Levitation control engineer
mu-zero HYPERLOOP e.V.
Modeling of a free-floating electromagnetic system. Design of nonlinear control strategies for 6 DOF levitation. Research & development of a state estimation using a Kalman filter and state dynamics by combining 14 sensors. Design of a control parameter optimization based on a Particle Swarm Algorithm and a Genetic Algorithm.
- Levitation Control, Optimization, System Modeling, State Estimation
Education
Awards
- 2023.07
Best Product Award
Karlsruhe Institute of Technology
6 professors and 6 experts from the industry evaluate the product, which has been worked on from the idea to the realization within one year. The technical development as well as the entrepreneurial idea are evaluated.
Certificates
Reinforcement Learning | ||
University of Alberta | 2023-06-16 |
Skills
Robotics | |
Imitation Learning, Obstacle Avoidance, Locomotion Control, Kinematics |
Machine Learning | |
Generative AI (Flows), Learning Continuous Signed Distance Functions, Geometric Machine Learning, Reinforcement learning |
Control Engineering | |
Nonlinear Control, Contractive Stability, Model Predictive Control, Control Parameter Optimization, System Modeling |
Mechanical Design | |
Computer-Aided Design (CAD), Rapid Prototyping, Viscoelastic Impedance Damping |
Programming Languages | |
Python, ROS2, C++, MATLAB |
Programming Toolbox | |
Pytorch, Open3D |
Engineering Toolbox | |
Creo Parametric, SolidWorks, Simulink |
Languages
German | |
Native speaker |
English | |
Fluent |
Interests
Robotics | |
Imitation Learning, Human-Robot Interaction, Locomotion Control, Bio-inspired Robots, Anthropomorphic Robots, Manipulation |
Machine Learning | |
Imitation Learning, Reinforcement Learning, Generative Models, Geometric Machine Learning, Artificial General Intelligence |
Control Engineering | |
Adaptive Control, Learning Dynamical Systems |