From Raw Data to AI-Ready Building a Universal Tool for Data Vectorization
From Raw Data to AI-Ready Building a Universal Tool for Data Vectorization
Employer Active
Job Alert
You will be updated with latest job alerts via email
Share
Job Alert
You will be updated with latest job alerts via email
Job Description
High Level Description
As large language models (LLMs) continue to revolutionize industries throughadvancements in AI this tool will provide a crucial solution for efficiently preparing diversedatasets making it highly valuable for realworld applications. Whether its processingtext images or other data formats the tool will bridge the gap between raw data andusable vectorized formats that machine learning models rely on. We are excited toannounce an innovative thesis project at Knightec that will focus on developing a universaltool 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 Knightecsongoing cloud and data engineering projects. Our customers rely on cuttingedge AIsolutions and this tool will help improve the speed and quality of data handling in thosesystems. When you take on a thesis with us youre not only contributing to realworldimpact but also gaining access to Knightecs extensive experience in cloud developmentdata engineering and computer science.
As a student working on this project youll have the chance to collaborate withexperienced professionals and apply what youve learned in a practical setting. Youll alsobe based in our office at the 34th floor of the Citygate building in Gothenburg whichprovides a great environment to focus on your work. Its a fantastic opportunity to engagewith realworld challenges while contributing to an important tool for the future of AIdevelopment.
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 rawdata into vectorized formats
- Assess compatibility with various AI architectures and ensure seamless integrationwith cloudbased data engineering systems
Who are we looking for
Students doing their thesis project for either a bachelors or masters degree in a computerscience 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 andwill be able to help you every step of the way!
Employment Type
Full Time
