Data Science, process automation, and systems modeling professional with over 16 years of experience and a passion for developing solutions to complex data centric problems. Experienced developer of knowledge & rule based expert systems for a number of technical disciplines including aerospace and life sciences. Experienced with scientific/engineering algorithm development and performance optimization. Expert systems modeler currently involved with the application of agent based modeling techniques to immune system modeling and adaptive machine learning.
Current focus:
- simplifying scientific data management through process and workflow automation, systems integration, and systems implementation
- applying advanced analytical and visualization methods to gain better insight, knowledge, and understanding of scientific data
- developing knowledge and data driven predictive models via supervised and unsupervised machine learning, statistical analysis, and other predicting modeling techniques to improve knowledge, understanding, and insights of biological systems.
Principal Data Scientist @ Develop and implement innovative process automation, data management, data visualization, and analytics applications and algorithms to support research projects. Interests include: biological systems modeling and simulation; agent based modeling of immune function and systems at the cellular level; genetic algorithms and competitive fitness models; automated data analytics using cluster analysis and unsupervised classification techniques; developing systems to put high powered data analytics and visualization systems in the hands of scientific researchers. From November 2009 to Present (6 years 2 months) Informatics Systems Manager @ Responsible for multiple commercial and open source scientific data management and analysis systems. Successes included the development and implementation of a comprehensive data management system (Labkey Server) for use on an $18 Million NIAID contract using systems biology approaches to study highly pathogenic viruses. Implementation of server virtualization technologies to improve asset utilization and reduce IT maintenance costs. Deployment of cloud computing resources utilizing Amazon’s EC2, S3, and Elastic MapReduce technologies. From July 2006 to November 2009 (3 years 5 months) Independent Consultant @ Worked for various engineering and scientific companies in the US and UK as a structural analyst and developer designing expert systems, rule based applications, scientific algorithms, and data management systems. From August 2001 to July 2006 (5 years) Senior Software Engineer @ Design and development of an online aviation parts, service, and repair marketplace. From March 2000 to August 2001 (1 year 6 months) Specialist Engineer @ Knowledge Based Engineer - KBPD Structures Group
Developed custom rule based engineering applications used to automate the design and analysis of airframe and interior structures (i.e. engineering process automation). A mix of expert systems, decision support systems, and autonomous agents were employed and programmed primarily in LISP using the ICAD system. From February 1998 to March 2000 (2 years 2 months)
MS, Aeronautics and Astronautics @ University of Washington From 1996 to 1997 BS, Aerospace Engineering @ University of Southern California From 1990 to 1994 Jon Rue is skilled in: Data Science, Data Modeling, Data Analysis, Knowledge-based Systems, Process Modeling, Agent-based Modeling, Programming, Software Development, Integration, Databases, Testing, ITIL, Database Design, Java, Business Intelligence
Websites:
http://www.novonordisk-us.com