Recent Projects: o Cyber Threat Intelligence: Streams, BigInsights (BigSQL & BigR), SPSS Modeler, and Analytic Server o Personalized Recommendation System: Streams, SPSS Modeler, Teradata, and Vertica o Various advanced/predictive analytics and forecasting projects: SPSS Modeler, scripting, etc. o Marketing Mix Optimization: CPlex Optimization Studio and ODM Enterprise o Netezza UDF Development: Netezza and C++ for data integration o Business Rules: WODM aka ILOG JRules o Data Quality/Profiling: Information Analyzer o SAP BW Integration with MS SharePoint Technologies/Tools: o Big Data​: Hadoop/IBM BigInsights, Streams, Spark, Netezza/PureData for Analytics o Data Mining, Predictive/Advanced Analytics, and Text/Content Analytics o Optimization & Scheduling/Planning (Mathematical & Constraint Programming) o Business Rule & Event Management System o BI/DW, Data Profiling/Integration/Quality o Software Development: C/C++, SQL, Java, R, and Python Industries: Telco, Financial Services, Banking, Insurance, Utility//Distribution, Manufacturing/CPG, Higher Education, etc.

Sr. Managing Consultant, Big Data & Advanced Analytics @ From July 2015 to Present (6 months) Managing Consultant, Advanced Analytics & Optimization @ From July 2011 to July 2015 (4 years 1 month) Senior Consultant, Advanced Analytics @ From March 2011 to July 2011 (5 months) Toronto, Canada AreaIndependent Consultant @ * SAS Data Mining Consultant, Pinnacle Solutions Incorporated SAS Enterprise/Text Miner, Enterprise Guide, Model Manager and SAS Credit Scoring, etc. * Computational Linguistic/Machine Learning Software R&D Engineer, NetworkedInsights Inc. Python + NLTK, R + tm, MatLab + Statistics Toolbox, Java, Mahout, Maven, etc. * Text Mining Consultant, University of Toronto R + tm, rJava, and Java From October 2009 to March 2011 (1 year 6 months) BI/DW System Analyst @ Responsible for leading BI team projects; Designing BI solutions; Coordinating the execution of BI tasks for other project teams; Creating and implementing standard methodologies as well as peer coaching, customer support and user training. From March 2006 to June 2010 (4 years 4 months)

M. Eng, Computer Science @ Asian Institute of Technology From 2003 to 2005 B. Eng, Computer Science @ Hebei University From 1989 to 1993 Jianli Ren is skilled in: Business Intelligence, Data Modeling, Data Mining, Data Integration, Data Warehousing, SQL, Data Warehouse Architecture, Analytics, Predictive Modeling, SAS, SSRS, Analysis Services, Erwin, Datastage, Hadoop