AI for Spatial Intelligence.

I am a PhD student at RPTU Kaiserslautern and DFKI, supervised by Prof. Dr. Didier Stricker. My work focuses on 3D reconstruction, multimodal learning, and generative CAD systems that turn natural inputs into editable geometry.

RPTU Kaiserslautern DFKI Huawei Noah's Ark Lab

Publications Projects CV

3D Vision

CAD Generation

LLM Multimodal

Research Areas

Tap to expand with selected work.

CAD Generative AI Parametric and editable 3D model generation from text, point clouds, and other multimodal inputs.

NURBGen NURBS-based CAD generation from text AAAI 2026
TextCAD Text-to-editable CAD generation NeurIPS 2024 Spotlight
CAD-SIGNet CAD design history from point clouds CVPR 2024 Highlight

3D Reconstruction High-fidelity 3D models and scenes from text, images, and video, with an emphasis on scalable representations.

MARVEL-40M+ Large-scale 3D captioning dataset CVPR 2025

3D Understanding Geometric-semantic alignment for AI systems that can reason about objects, structure, and editable scenes.

Work in progress.

Efficient 3D Representation Compact surface and mesh representations for high-resolution generation without sacrificing editability.

DreamCAD Bezier-Patch-based CAD generation Arxiv

Academic Service

Reviewer

ICML '26ECCV '26CVPR '26AAAI '26NeurIPS '25SIGGRAPH Asia '25ICPR '24

Teaching

Very Deep Learning 2025 3D Computer Vision · RPTU Kaiserslautern

Mentored Students

Benjamin Dinkelmann Master Thesis · MSc Computer Science · RPTU Kaiserslautern · 2025-2026
Muhammad Usama Master Thesis · MSc Computer Science · RPTU Kaiserslautern · 2025-2026

Recent Events

Nov 2025
NURBGen accepted at AAAI 2026. Paper
May 2025
Started a research internship at Huawei Noah's Ark Lab, London.