Projects

A collection of my work in AI, Data Science, and Software Engineering.

BBDC 2026 — Detection of Age-Related Diseases

Bremen Big Data Challenge 2026: winning solution (1st place, March 31, 2026). Machine learning pipeline for age-related disease detection from multimodal data.

Machine LearningHealthcareChallenge

EmpiRE Compass

Open Source Research Impact Dashboard. Technical Team Lead. Neuro-symbolic dashboard for sustainable literature reviews (EmpiRE-Compass).

Data ScienceDashboardOpen Source

LLM-Guided Curriculum RL (Blackjack)

Research framework for LLM-guided curriculum learning in multi-agent RL (Blackjack). Code for the DAI 2025 oral paper.

Reinforcement LearningLLMResearch

NLP4RE ID Card Processor

Extract structured JSON from NLP4RE PDF ID cards and prepare data for the Open Research Knowledge Graph (ORKG).

NLPORKGPDFResearch

AutoML-Agent

Automated Machine Learning Agent implementation.

AutoMLAIAgent

OntoAligner

A comprehensive modular and robust Python toolkit for ontology alignment.

OntologyAIPythonToolkit

IMap

Developed 'IMap', an AI-driven optimization system which was also my Bachelor's thesis subject. Implemented shelf object detection systems, built a PWA POS system, and enhanced existing ERP systems.

AIOptimizationThesis

TIB AIssistant

AI assistant for researchers developed at TIB.

AILLMAssistant

Computer Vision for Medical & Industrial Apps

Master course repository at Leibniz University Hannover.

Computer VisionMedicalIndustrial

Sentiment Segmentation

Project focused on sentiment analysis and segmentation.

NLPSentiment Analysis

Neural Networks Review

Review and implementation of Neural Networks and Generative Networks.

Deep LearningGenerative AI

Research Contributions

Learning to Play Blackjack: A Curriculum Learning Perspective

International Conference on Distributed Artificial Intelligence (DAI 2025), oral presentation · Nov 21, 2025 · arXiv:2604.00076 · 2026

arXiv Code

EmpiRE-Compass: A Neuro-Symbolic Dashboard for Sustainable and Dynamic Knowledge Exploration, Synthesis, and Reuse

32nd International Working Conference on Requirements Engineering: Foundations for Software Quality (REFSQ 2026) · Feb 25, 2026 · 2026

arXiv Dashboard Google Scholar

From PDFs to Structured and FAIR Knowledge: Organizing NLP4RE ID Cards in the Open Research Knowledge Graph — A Pipeline and Dashboard Integration for Improved Access and Reuse of NLP4RE Knowledge

Mar 26, 2026 · 2026

Repository

OntoAligner: A Comprehensive Modular and Robust Python Toolkit for Ontology Alignment

arXiv preprint / TIB · 2025

View Paper

Towards AI-Supported Research: a Vision of the TIB AIssistant

arXiv:2512.16447 (cs.AI) · submitted Dec 18, 2025 · TIB Hannover · 2025

arXiv Google Scholar