Education
Ph.D. in Machine Learning / AI
Technical University of Berlin
M.Sc. in Pure Mathematics
University of St Andrews
B.Sc. in Computer Science
University of Potsdam
Projects (selected)
PREDICTIVE PORTFOLIO MANAGEMENT
Higher R&D productivity in biopharma through accurate predictions of Phase III success in oncology
Multinational pharmaceutical company
AI UNIT SETUP
Accelerating innovation through a dedicated AI unit deeply integrated with existing capabilities
Global medical device OEM and healthcare provider
SCIENCE TO VENTURE
Top-tier European venture capital firm
EVALUATING HEALTHCARE PROVIDERS
Benchmarking hospitals and their capabilities by applying natural language processing to public data.
Association of German public health insurers
DRAWING SCHOOL DISTRICTS
Smoothing primary school capacities by using Open Data and genetic algorithms
School authorities of Berlin Tempelhof-Schöneberg
Publications (featured)
INTERVIEW
“Ich glaube nicht, dass wir das komplette Spektrum der Data Science Applikationen im Bereich Agriculture überhaupt schon überblicken können”, Interview with Robert Berendes, Flagship Ventures
ACADEMIC
P. von Bünau, F.C. Meinecke, F.J. Király, K.R. Müller
Finding stationary subspaces in multivariate time series. Physical review letters 103 (21), 214101, 2009
ACADEMIC
J.S. Müller, C. Vidaurre, M. Schreuder, F.C. Meinecke, P. von Bünau, KR. Müller
A mathematical model for the two-learners problem. Journal of Neural Engineering 14 (3), 036005, 2017
ACADEMIC
J. Araújo, P. von Bünau, J.D. Mitchell, M. Neunhoffer
Computing automorphisms of semigroups. Journal of Symbolic Computation 45 (3), 373-392, 2010
ACADEMIC
A. Benini, P. von Bünau, M. Haque, B. Nath
RDRS and the Poor: Microfinance as Partnership. RDRS Bangladesh and North Bengal Institute, 2011