Nada Chatti

• Researched state-of-the-art vessel segmentation algorithms and deep-learning networks. • Adapted and expanded a semi-supervised learning framework in PyTorch with various loss functions, leading to improved coronary and retinal vessel segmentation results. • Evaluated results with cl-Dice and Dice scores, and visualized learning and validation curves using TensorBoard. Skills: Python, PyTorch, TensorBoard.

• Designed and developed a comprehensive mobile application to streamline pharmacy operations, including inventory management, employee coordination, invoicing, and overall business administration. • Collaborated closely with the client to implement custom features that align with specific business requirements. Skills: Flutter, Firebase, Cloud Firestore, UI/UX.

• Implemented an automated item tracking feature for a service robot. • Collected, calibrated and processed Time of Flight and weight sensor readings through CAN bus and implemented ROS1 communication between different modules. • Handled possible misuse scenarios by the customers by analysing previous data and simulating edge cases. Skills: Python, ROS, CAN bus.

• In a team of 4 people, designed and developed a force feedback solution for a tele-operated humanoid robot, consisting of an hexagonal cage built around a VR treadmill with connecting tendons to the user to apply feedback forces on multiple points. • Simulated the system using Pybullet for force analysis and testing. • Implemented the logic and ROS2 communication between Oculus Quest the force feedback system and the robot/simulation in Python. Skills: Python, ROS, Pybullet, Confluence.

• Collaborated on creating AdHunt, a platform that connects influencers with advertisers, facilitating business interactions. • Conducted market research to identify a viable business opportunity and developed a comprehensive business model. • Led the full-stack development of the platform using React.js, Node.js, and MongoDB. Skills: React.js, Node.js, MongoDB, UI/UX.

• Developed an Eclipse plugin within the BW-CPS project to automatically generate secure, application-specific infrastructure in Java for IoT applications. • Enhanced the BW-CPS metamodel with integrated security measures and built an Eclipse plugin that converts the model into Kura-adapted OSGi Bundles, serving as a foundational codebase for secure IoT applications. Skills: Java, Eclipse Modeling Framework, Eclipse Kura.

• Enhanced KIT’s campus management system by developing microservices that introduced social features, enabling students to connect, share posts, and interact via chat. • Utilized technologies such as Spring, Swagger, and Cucumber to ensure robust development and testing. Skills: Java, Spring Boot, Swagger API, Angular, PostgreSQL.

• Collaborated with a multidisciplinary team to optimize the performance and maintenance of 3D printers and drilling machines in an Industry 4.0 setting. • Engaged with operators to identify critical issues, then designed and implemented solutions using XDK sensors. • Processed sensor data with C and Python, and utilized Protobuff for efficient communication between nodes, leading to improved accuracy and reduced material waste. Skills: C, Python, Protobuff.

• Created, documented, and executed test cases for front-end and back-end micro-services. • Supported multiple cross-functional teams which led to working with different technologies and languages. • Automated acceptance, integration and performance tests in JUnit and Selenium. Skills: Java, JUnit, Selenium, Jira, Jenkins, Confluence, Postman API.

• Co-developed a web-based study planning application. • Gained a sound understanding of web services and REST interfaces. Skills: Java, RESTful APIs.