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Achievement: Pull Shark

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TimStrohmeyer/README.md

Hi, I'm Tim 👋

Ph.D. student at ETH Zürich · Pre-Doctoral Researcher at IBM Research – Zurich

I work on multimodal machine learning for document understanding — My research focuses on multimodal machine learning for document understanding. I work within the Docling Team, focusing on Vision-Language Models for document parsing and chemical structure extraction.

At ETH I am part of the Computer Vision Lab led by Prof. Dr. Ender Konukoglu. At IBM Research I work with Dr. Peter W. J. Staar in the AI for Knowledge group, as part of the team behind Docling. I hold an M.Sc. in Robotics, Cognition, Intelligence from TU Munich.

🔬 Research interests

Computer Vision · Multimodal Machine Learning · Vision-Language Models · Document AI · OCR · Optical Chemical Structure Recognition · AI for Chemistry

📄 Selected publications

Year Work Venue
2026 MarkushGrapher-2: End-to-end Multimodal Recognition of Chemical Structures — first author CVPR 2026
2026 Identify, Locate, Link: End-to-End Key-Value Extraction from Document Images ICDAR 2026
2025 Advanced Layout Analysis Models for Docling arXiv:2509.11720

Full list on Google Scholar.

🧰 Tools I work with

Python PyTorch Hugging Face Docker Linux Git

🎵 Beyond research

I also make music WITHOUT AI :) My tracks are on Spotify:

Spotify

📫 Get in touch

Website IBM Research Google Scholar LinkedIn

📧 tstrohmeyer@ethz.ch (ETH) · Tim.Strohmeyer1@ibm.com (IBM) · tim.strohmeyer@t-online.de (personal)

Always happy to talk about document AI, chemistry-aware models, or collaborations.

Popular repositories Loading

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    Forked from m13ammed/6D-Pose-Estimation-for-Unseen-Categories

    Explore 6D pose estimation's frontier using functional mapping. Extend pose estimation to unseen object categories through globally-informed correspondences, achieved by learned functional mapping.

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  2. Agentic_RAG Agentic_RAG Public

    This is a test architecture for an agentic RAG pipeline. This architecture is able to answer wiki questions as well as questions requiring sql prompting (template based text-to-sql)

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  3. Leitlinien_GPT Leitlinien_GPT Public

    RAG system build on top of AWMF medical guidelines

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  4. docling-metrics docling-metrics Public

    Forked from docling-project/docling-metrics

    Core package for type and interface definitions of docling metric implementations

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  5. TimStrohmeyer TimStrohmeyer Public