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Achievement: QuickdrawAchievement: Pair Extraordinairex4Achievement: Pull Sharkx3Achievement: YOLOAchievement: Arctic Code Vault ContributorAchievement: Starstruck

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tjklein/README.md

Tassilo J. Klein, Ph.D.

Principal Research Scientist & Research Manager · SAP AI CTO Office

I help teams turn advanced AI research into working systems for enterprise data, agentic workflows, and AI-native products. I lead ML research at the SAP AI CTO Office, and advise startups as a scientific advisor on agentic systems, generative UI, and applied AI strategy.

My background spans enterprise AI, NLP, multimodal representation learning, privacy-preserving AI, and controllable generation. I have authored 50+ publications at venues including ACL, EMNLP, CVPR, and MICCAI, and I am a co-inventor on 30+ patents in industrial and enterprise AI.

Website · LinkedIn · Google Scholar

Current Focus

  • Foundation models for structured and enterprise data
  • Representation learning for tables, relations, and multimodal data
  • Knowledge-augmented and controllable language models
  • Agentic systems for complex workflows
  • Scientific advising for startups working on agentic AI, generative UI, and applied AI systems

Selected Signals

  • Principal Research Scientist & Research Manager at SAP AI CTO Office
  • Former postdoc at MIT CSAIL and Harvard Medical School
  • Ph.D. summa cum laude from TU Munich
  • 50+ publications across NLP, computer vision, medical imaging, and enterprise AI
  • 30+ patents in applied and industrial AI
  • Mentor to researchers and Ph.D. students now at top labs and universities

Projects & Writing

Most current projects, publications, and research updates are collected on my website:

tjklein.github.io

Popular repositories Loading

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    3D Volume Reconstruction of Raw Ultrasound Radiofrequency Data

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  3. Nakagami_Confidence_Maps Nakagami_Confidence_Maps Public

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    Benchmarked agent execution runtime for Python. Sub-10ms cold starts, real-time streaming, time-travel debugging, and self-growing tool libraries. Compare 3 sandbox backends: Docker (OpenSandbox), …

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  5. Reinforcement-Learning Reinforcement-Learning Public

    Reinforcement Learning with TensorFlow

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  6. TabDPT TabDPT Public

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    TabDPT: Scaling Tabular Foundation Models

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