High Level Description

As large language models (LLMs) continue to revolutionize industries through advancements in AI, this tool will provide a crucial solution for efficiently preparing diverse datasets, making it highly valuable for real-world applications. Whether it’s processing text, images, or other data formats, the tool will bridge the gap between raw data and usable vectorized formats that machine learning models rely on. We are excited to announce an innovative thesis project at Knightec that will focus on developing a universal tool designed to convert data into vectors, specifically for usage by LLMs.

Project description

This project is not just a theoretical exercise, it has immediate relevance for Knightec’s ongoing cloud and data engineering projects. Our customers rely on cutting-edge AI solutions, and this tool will help improve the speed and quality of data handling in those systems. When you take on a thesis with us, you’re not only contributing to real-world impact but also gaining access to Knightec’s extensive experience in cloud development, data engineering, and computer science.

As a student working on this project, you’ll have the chance to collaborate with experienced professionals and apply what you’ve learned in a practical setting. You’ll also be based in our office at the 34th floor of the Citygate building in Gothenburg, which provides a great environment to focus on your work. It’s a fantastic opportunity to engage with real-world challenges while contributing to an important tool for the future of AI development.

Purpose and Scope

• Develop a reusable framework for vectorization of data following best practices
• Identify challenges and limitations in designing a universal conversion tool.
• Facilitate efficient data preparation by automating the process of transforming raw data into vectorized formats
• Assess compatibility with various AI architectures and ensure seamless integration with cloud-based data engineering systems

Who are we looking for?

Students doing their thesis project for either a bachelor's or master's degree in a computer science related field.

Will Knightec be able to help me with succeeding with my thesis?

Several of us here in the Gothenburg office started out doing our thesis for Knightec and will be able to help you every step of the way!