Research Onder

Open Opportunities

AI-Driven Python Code Quality Assessment ETH Zurich Research Onder This project explores the use of Artificial Intelligence (AI) to assess the quality of Python code. It includes a literature review on classical and AI-based methods for code evaluation, the development of AI agents for collaborative quality assessment, and the creation or use of labeled datasets for tool validation. The project also investigates gamification strategies to engage users in improving their code quality through feedback and motivation. Programming Techniques, Text Processing Semester Project

GenAI supported code analysis for automated UI generation ETH Zurich Research Onder Automated UI generation through Generative AI (GenAI) technology offers an interesting approach to designing user interfaces directly from the source code with minimal human input. The hypothesis is that GenAI can improve the analysis of user requirements, design patterns, and usability principles to autonomously create UI components and layouts. As a result, developers can create user interfaces much faster, ultimately supporting rapid prototyping, and in doing so, improving overall product quality. Programming Techniques, Text Processing Semester Project

AI-Driven Python Code Improvement ETH Zurich Research Onder This project explores the application of Artificial Intelligence (AI) in enhancing Python code quality. It includes a literature review of traditional and AI-driven refactoring methods and analyzing existing tools and techniques for code improvements. Additionally, the project evaluates whether AI-assisted improvement maintains code correctness and reliability. Programming Techniques, Text Processing Semester Project

Development of a GUI for an Ex Vivo Perfusion Machine ETH Zurich Research Onder The reintegration of individuals who have experienced accidents is at the heart of our efforts. A severe car accident or a workplace accident can profoundly change a person's life. Such tragic events often result in serious injuries of one or multiple limbs and are classified as "polytrauma." At our lab, we are working to mitigate the consequences of such severe accidents. Using an innovative perfusion machine, we try to keep severed limbs alive outside the body for up to four days. This time window provides the foundation for successfully retransplanting the limb to a stabilized polytrauma patient. Biomedical Engineering, Clinical Sciences, Interfaces and Presentation Bachelor Thesis, Semester Project

AI-Supported Energy Management Optimization for Hybrid Ships ETH Zurich Research Onder This thesis explores advanced energy management for hybrid ships using Dynamic Programming (DP) and Model Predictive Control (MPC). It integrates Long Short-Term Memory (LSTM) models aiming to improve load forecasting, energy demand prediction, and operational optimization, with a focus on real-world constraints and maritime applications. Engineering and Technology Master Thesis

Development of a Pinch Valve Controller for an Ex Vivo Perfusion Machine ETH Zurich Research Onder The reintegration of individuals who have experienced accidents is at the heart of our efforts. A severe car accident or a workplace accident, can profoundly change a person's life. Such tragic events often result in serious injuries, such as severed limbs, and are classified as "polytrauma." At our lab, we are working to mitigate the consequences of such severe accidents. Using an innovative perfusion machine, we are try to keep severed limbs alive outside the body for up to four days. This time window provides the foundation for successfully retransplanting the limb to a stabilized polytrauma patient. Biomedical Engineering, Control Engineering, Mechanical Engineering Bachelor Thesis, Semester Project

Modeling and Control of an Ex Vivo Perfusion Machine ETH Zurich Research Onder The reintegration of individuals who have experienced accidents is at the heart of our efforts. A severe car accident or a workplace accident, can profoundly change a person's life. Such tragic events often result in serious injuries, such as severed limbs, and are classified as "polytrauma." At our lab, we are working to mitigate the consequences of such severe accidents. Using an innovative perfusion machine, we are try to keep severed limbs alive outside the body for up to four days. This time window provides the foundation for successfully retransplanting the limb to a stabilized polytrauma patient. Clinical Engineering, Digital Systems, Mechanical Engineering ETH Zurich (ETHZ), Master Thesis, Semester Project