Hello, I'm Niclas Rosteck

I am a researcher in applications of large language models in education and mental health coaching. I received my Diploma in Computer Science at Technische Universität Dresden in 2024 after defending my diploma thesis on “Utilizing Large Language Models for Conversational Agent-based Initial Patient Assessment”.


Publications

Bridging the Treatment Gap: A Novel LLM-Driven System for Scalable Initial Patient Assessments in Mental Healthcare

Bridging the Treatment Gap: A Novel LLM-Driven System for Scalable Initial Patient Assessments in Mental Healthcare

CHI Yokohama, 2025

To aid the widening treatment gap in psychotherapy, we designed, developed and evaluated a conversational agent-driven system to perform initial patient assessments remotely and autonomously.