Portfolio

Towards Explainable Food Hazard Detection

Published:

A neuro-symbolic approach to food hazard detection that combines Large Language Models (Llama-3.1-8B) with knowledge graphs (ConceptNet) to create an inherently explainable classification system.

Argumentative Structure Analysis for Domain Adaptation

Published:

My Master’s Thesis project where I created a novel annotated dataset of conversational arguments, engineered a graph-based representation, and benchmarked LLM performance for relation classification.