Projects
"Do what you can't."
During my studies I have worked on several projects at the university as well as in industries, including autonomous driving perception, web development, robotics and ontology-based reasoning.
ChatBot-integrated Web Application for visualizing underground water storage
Developed a web application that integrates Large Language Models (LLMs) to visualize and analyze underground water storage data, providing intuitive insights and decision-making tools.
3D Perception for Autonomous Driving
Developed a comprehensive 3D perception pipeline integrating LiDAR and camera data for robust object detection, tracking, and sensor fusion in autonomous vehicles.
LLM-integrated Web Application for visualizing underground water storage
Developed a web application that integrates Large Language Models (LLMs) to visualize and analyze underground water storage data, providing intuitive insights and decision-making tools.
LLM-based Ontology and Concept-Tree System
Built an advanced ontology and concept-tree system leveraging Large Language Models (LLMs) to enhance knowledge representation and reasoning capabilities for industrial applications.
RAG System for finding relevant job posts for the ITCS München Job Fair
An AI powered job search system that uses Retrieval-Augmented Generation (RAG) to help users find relevant job postings for the ITCS München Job Fair.
Reinforcement Learning for Robotics
Implemented reinforcement learning algorithms to enable autonomous agents to learn optimal policies for complex tasks in dynamic environments.