Projects

Artificial Intelligence class

• Training a CNN with TensorFlow to classify images of blood cells as benign, early and progressive leukemia.
• Comparing a small and big models in its performance, accuracy and training time.
• Running the small model on a web application with TensorFlow.js as a demo.

Kibernetika doo

• Creating a desktop and mobile Flutter application for realtime communication.
• Using Asp.NET core and SignalR for the backend for realtime updates.
• Using the Sparkle standard to update the desktop app and the Google Plays store to publish it to Android.e

Software engineering 1 class

• Writing a full quality analysis report for the FermaT tool and how it can be improved.
• Performing analysis with tools such as IntelliJ IDEA to get a deeper understanding of the problematic parts of the code.
• Using software metrics to detect and identify problematic code sections.

Seminar paper C

• Writing a web application that used web Bluetooth or a serial ports to send and receive data to/from a IOT device.
• Further developing a professors C++ library to make it work with Bluetooth Low Energy.
• Making sure the application works offline with PWA support and is responsive on mobile and desktop.

Developing information systems

• Making a Spring Boot Kotlin backend for a file storage, sharing and editing.
• Creating a web app that can save and share files with other users.
• Implementing Passkeys in Spring Boot as the primary authentication method.

Modeling Information Systems class

• Writing a formal specification of a information system for emergency rooms and modeling it with UML.
• Using Next.js to develop a app with basic functionality that implements parts of the model.
• Using React Query to manage application state in combination with TanStack Table to display data.

Seminar paper A

• Making a interactive command line interface in Python that generates QR codes.
• Designing a easy interface for developers to extend the programs and add ther own shapes and patterns.
• Use and generate templates that get saved on the filesystem allowing uses to repeat the same look with different data.