Arizona State University since Aug 2012
PhD Student in Applied Mathematics
Voltari since Jun 2012
Software Engineer
Arizona State University Jan 2013 - 2013
Graudate Teaching Associate
Education:
Arizona State University 2012 - 2018
Doctor of Philosophy (Ph.D.), Applied Mathematics
Arizona State University 2011 - 2012
Bachelor of Science (B.S.), Mathematics
Skills:
Matlab Mathematical Modeling Python Data Analysis C++ Java Applied Mathematics Algorithms Fortran Software Engineering C Computational Mathematics Machine Learning Numerical Analysis High Performance Computing Linux Mathematical Analysis Data Mining Predictive Modeling Data Science R Numerical Linear Algebra Dynamical Systems Scipy/Numpy Statistical Learning Predictive Analytics Numerical Simulation
Head of Analysis and Insights For Convince & Convert
Consultant
Strategist For Convince & Convert
Consultant
Off Madison Ave 2012 - 2015
Partner
Spinsix Strategic Marketing Design 2002 - 2012
Partner
Skills:
Email Marketing Advertising Digital Marketing Marketing Strategy Online Advertising Online Marketing Integrated Marketing Social Media Marketing Digital Strategy Seo Marketing Strategy Marketing Communications Brand Development Creative Direction Build A House In Costa Rica
- Irving TX, US David Spetzler - Paradise Valley AZ, US Anthony Helmstetter - Gilbert AZ, US Wolfgang Michael Korn - Mill Valley CA, US Daniel Magee - Phoenix AZ, US
Assignee:
CARIS MPI, INC. - Irving TX
International Classification:
G16H 20/40 G16B 20/10 G16B 40/00 G06N 20/00
Abstract:
Comprehensive molecular profiling provides a wealth of data concerning the molecular status of patient samples. Such data can be compared to patient response to treatments to identify biomarker signatures that predict response or non-response to such treatments. This approach has been applied to identify biomarker signatures that strongly correlate with response of colorectal cancer patients to FOLFOX. Described herein are data structures, data processing, and machine learning models to predict effectiveness of a treatment for a disease or disorder of a subject having a particular set of biomarkers, as well as an exemplary application of such a model to precision medicine, e.g., to methods for selecting a treatment based on a molecular profile, e.g., a treatment comprising administration of 5-fluorouracil/leucovorin combined with oxaliplatin (FOLFOX) or with irinotecan (FOLFIRI).
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