Maria Naddaf

Lumi: An LLM-Grounded System for Safety-Aware POI Recommendations

Point-of-interest (POI) recommender systems typically optimize for accurate next-POI prediction, while personal safety considerations remain implicit or absent. In this demonstration, we present Lumi, a safety-aware POI recommendation system that integrates city-specific contextual features into an LLM-based recommenda...