Galápagos: Automated N-Version Programming with LLMs

Galápagos is a tool that automates the generation of N-Version program variants using LLMs and validates their equivalence, demonstrating effectiveness in creating diverse and reliable variants, even across different programming languages.

Nov 2023 - Aug 2023

Knowledge Graph construction with Language Models

Collaborating alongside a group of colleagues with SEB, a leading Nordic bank, on a joint project for my Project Course in Data Science at KTH. My role involves proposing methods to enhance accuracy by integrating multiple large language models (LLMs) in a consensus-based pipeline. Our efforts also include dataset acquisition, data cleaning, and preprocessing, as well as managing the technical setup and integration of the language models within the project.

Sep 2024 - Dec 2024