Currently also: Chief Informatics and Technology Officer (CITO) at Pangea Botanica, London/UK and Berlin/Germany
Previous positions:
Director Digital Chemistry at NUVISAN Berlin
Associate Director Computational ADME and Safety (Clinical Pharmacology & Safety Sciences/Data Science and Artificial Intelligence - CPSS/DSAI) at AstraZeneca Cambridge
Co-founder of Healx Ltd.
Co-founder of PharmEnable Ltd.
- Committed to developing new life science data analysis methods (AI/ML/data science) and their application, primarily related to chemical biology, drug discovery and in silico toxicology
- Expertise comprises data ranging from chemical structure and gene expression data to phenotypic readouts and preclinical information, applied to both efficacy- and safety/tox-related questions
- Collaborating with academic research groups, as well as pharmaceutical, chemical, and consumer goods companies (Eli Lilly, AstraZeneca, GSK, BASF, Johnson&Johnson/Janssen, Unilever, ...)
- Co-founder/founding CTO and current SAB member of Healx Ltd. (data-driven drug repurposing for rare diseases, and beyond); co-founder of PharmEnable Ltd.; SAB member of Lhasa Ltd. (toxicology and metabolism prediction) and Cresset Ltd.
- Coordinator of the Computational & In Silico Toxicology Specialty Section of the British Toxicology Society (BTS)
- Steering Committee Member of the Cambridge Alliance on Medicines Safety (CAMS)
- Currently leading a group of ca. 15 PhD students, postdocs, project students and visitors at the Centre for Molecular Informatics at the University of Cambridge, https://www-cmi.ch.cam.ac.uk/centre-molecular-informatics
Publications
Applications of proteochemometrics - from species extrapolation to cell line sensitivity modelling
BMC bioinformatics
(2015)
16
A4
(doi: 10.1186/1471-2105-16-s3-a4)
Microwave-assisted synthesis, characterization and cytotoxic studies of novel estrogen receptor α ligands towards human breast cancer cells.
Bioorg Med Chem Lett
(2015)
25
1804
(doi: 10.1016/j.bmcl.2015.01.030)
Analyzing Multitarget Activity Landscapes Using Protein-Ligand Interaction Fingerprints: Interaction Cliffs
Journal of Chemical Information and Modeling
(2015)
55
251
(doi: 10.1021/ci500721x)
Prediction of the potency of mammalian cyclooxygenase inhibitors with ensemble proteochemometric modeling.
J Cheminform
(2015)
7
1
(doi: 10.1186/s13321-014-0049-z)
MOLPRINT 2D-based identification and synthesis of novel chromene based small molecules that target PLA2: validation through chemo- and bioinformatics approaches
RSC Advances
(2015)
5
89797
(doi: 10.1039/c5ra13085a)
Identification of the first surrogate agonists for the G protein-coupled receptor GPR132
Rsc Advances
(2015)
5
48551
(doi: 10.1039/c5ra04804d)
Synthesis, characterization and in vitro evaluation of novel enantiomerically-pure sulphonamide antimalarials
Organic & Biomolecular Chemistry
(2015)
13
10681
(doi: 10.1039/c5ob01479d)
Polypharmacology modelling using proteochemometrics (PCM): recent methodological developments, applications to target families, and future prospects
Medchemcomm
(2015)
6
24
(doi: 10.1039/c4md00216d)
A One Pot Synthesis of Novel Bioactive Tri-Substitute-Condensed-Imidazopyridines that Targets Snake Venom Phospholipase A2
Plos One
(2015)
10
e0131896
(doi: 10.1371/journal.pone.0131896)
Computational methods for small molecule selection in stem cell differentiation
European Pharmaceutical Review
(2015)
20
25
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