Academic Journey & Progression (Werdegang)
Technical University of Munich (TUM)
School of Computation, Information and Technology (CIT) · Dept. of EI
Advanced graduate studies focused on spatial kinematics & dynamics (Screw Theory, PoE), autonomous mobile systems, nonlinear control theory, Lyapunov stability, model predictive control (MPC), optimal decision making, and computer vision.
Northwestern University
Center for Robotics and Biosystems
Intensive study of modern geometric robotics based on screw theory and Lie groups (SO(3), SE(3)). Implemented complete Python solutions for forward and numerical inverse kinematics (Newton-Raphson), open/closed chain dynamics (Euler-Lagrange and recursive Newton-Euler algorithms), collision-free trajectory generation, and mobile manipulator feedback control.
Technische Universität Berlin (TU Berlin)
Fakultät IV · Master Program in Computer Engineering
Advanced graduate studies specializing in machine learning and autonomous robotic perception:
- ▸ Applications of Robotics and Autonomous Systems — Completed with grade 1.0 (sehr gut) (9.0 LP)
- ▸ Machine Learning 1-X & Machine Learning 2-X (24.0 LP total) — Deep theoretical formulations & neural networks
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Computer Vision Project — Development of
rigcalfor multi-camera rig calibration in ROS / RViz - ▸ Statistische Nachrichtentheorie (Statistical Communications Theory, 6.0 LP)
Technische Universität Berlin (TU Berlin)
Fakultät IV · Elektrotechnik und Informatik
Comprehensive engineering foundation across systems programming, computer architecture, digital logic, operating systems, and discrete mathematics. Bachelor Thesis: Systematischer Vergleich von Ant Colony Optimization und Constraint Programming zur Lösung von Akari-Puzzles (Erstprüfer: Prof. Dr. Benjamin Blankertz, Note 1.7). Coursework highlights: Hardwarepraktikum (1.7), Projekt Symbolische Künstliche Intelligenz (1.0), Halbleiterbauelemente (2.3), Systemprogrammierung, Rechnernetze und Verteilte Systeme, Elektrotechnik & Messtechnik.
Robotics Philosophy & Embodied AI
Hands-On Engineering & Tech Stack
Robotics & ROS
Languages & Core
Vision & Calibration
Control & Hardware