Scholar
Angelo Ziletti
Google Scholar ID: BiunNCQAAAAJ
Lead Data Scientist at Bayer AG, Pharma
Neural networks
Natural Language Processing
Machine Learning
Condensed matter physics
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Citations & Impact
All-time
Citations
1,464
H-index
12
i10-index
12
Publications
17
Co-authors
34
list available
Contact
LinkedIn
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Publications
3 items
Ascent: An Agentic System over the Model Context Protocol for Real-World Clinical Data Analysis
2026
Cited
0
Disentangling Ambiguity from Instability in Large Language Models: A Clinical Text-to-SQL Case Study
2026
Cited
0
Generating patient cohorts from electronic health records using two-step retrieval-augmented text-to-SQL generation
2025
Cited
0
Resume
Academic Achievements
Multiple publications in applied ML (physics & healthcare)
Lecturer for a graduate course in data science
Research in natural language generation and few-shot learning
Led innovative healthcare AI projects from experimentation to production
Contributions to nanomaterials exploration, discovery of phosphorene oxides, and materials modeling
Work on medical text generation, real-world data knowledge extraction, and interpretable nanomaterials classification
Research Experience
Principal Data Scientist, Bayer AG, Jan 2021–present, Berlin, Germany
Senior Data Scientist, Bayer AG, Apr 2019–Dec 2020, Berlin, Germany
Scientific Board Member, Università Cattolica del Sacro Cuore, Jan 2021–present, Brescia, Italy
Deputy Group Leader, Max Planck Society (FHI), Jan 2017–Mar 2019, Berlin, Germany
Postdoctoral Researcher, Max Planck Society (FHI), Mar 2016–Dec 2016, Berlin, Germany
Machine Learning Research Scientist, NOMAD CoE, Mar 2016–Oct 2018, Berlin, Germany
Co-authors
5 total
Luca M. Ghiringhelli
Full Professor for "Computational and Data Science in Materials Research", KIT, Germany
Matthias Scheffler
Director of NOMAD Laboratory at FHI of Max-Planck-Gesellschaft
Kenji Watanabe
National Institute for Materials Science
Yury Lysogorskiy
ICAMS, Ruhr University Bochum
Christopher Sutton
University of South Carolina