As an applied statistician / econometrician and Data Scientist, I develop and apply analytical models to very large data sets in a variety of disciplines, I created the Kronos Retail Labor Index, an economic indicator of the health of the US retail market and economy, as well as R3M (Relative Readmission Risk Monitor), an application used at UVA to predict which recently discharged patients are most likely to be readmitted. I have a high degree of skill and experience in the use of SAS (including Enterprise Miner), SPSS, EViews, R, Mathematica, PEPA, among other tools. The range of techniques that I have used includes; Survival Analysis, Interactive Markov Chain Models, Time Series Econometric Models, Neural Networks, Bayesian Probability Nets, Random Forest Categorization Models, and dozens of others. I have managed teams of analysts/economists and taught MIS at the University level. I have been involved in the early stages of several startups.
In my current position at the UVA Medical System I am developing new techniques in the field of Statistical Learning that focus on predicting patient outcomes based on historical and demographic information. This enables care providers in prioritizing care interventions to maximize patient well being will reducing costs
Specialties: Big Data, Statistics, Econometrics, Data Mining & Discovery, Data Visualization, Six-Sigma, Lean Enterprise
Senior Data Scientist @ As a member of the analytics team in the Accountable Care Organization and Patient Population analysis group, I develop predictive models targeting patient outcomes over time. By being able to predict which patients in a particular population are most likely to be readmitted to the hospital, or otherwise suffer deteriorating health, it is possible to focus limited resources in a more optimized way. This approach to using Big Data in healthcare is central to the promise of the Affordable Care Act. From September 2014 to Present (1 year 4 months) Charlottesville, Virginia AreaSr. Data Mining Scientist, Nike Sports Research Lab @ As a Sr. Data mining Scientist in the Nike Sports Research Lab I work on a variety of big data projects including the new Athena computational knowledge engine that centralizes the Nike Sport Research Laboratory (NSRL) data and makes it accessible to researchers. Using data gathered from elite athletes in running, basketball, soccer, and golf, we enable the shoe and clothing designers at Nike to achieve breakthrough improvements in performance and protection for athletes of all levels. From February 2013 to August 2014 (1 year 7 months) Data Scientist @ Development of machine learning based models in the field of Learning Analytics which focuses on predicting student outcomes based on historical and demographic information. This enables teachers and students to make timely adjustments in their teaching and learning behaviors in order to maximize the potential for success. From 2012 to February 2013 (1 year) Data Scientist / Economist @ At Salient Analytics, I develop practical applied econometric/analytical models against large data sets that allow my clients to make informed decisions based on information that would otherwise be overlooked From March 2011 to March 2012 (1 year 1 month) Director of Advanced Analytics and Chief Economist @ As Chief Economist at Kronos, I conduct applied empirical/analytical research on the US Economy, especially in the areas of Retail Consumption. The Kronos Retail Labor Index is a highly regarded and closely followed leading indicator of the health of the US Economy. It is published monthly at http://www.kronos.com/retail-labor-index/ and is carried by most of the wire services. From 2008 to March 2011 (3 years) Retail Analytics Consultant @ Advanced analytics consultant on engagements with fortune 100 companies including Gap, Inc., Radio Shack, and CVS Pharmacy. Developing highly accurate models in the areas of customer propensity, promotion effectiveness, retail space optimization, and size profiling. Responsible for full project lifecycle from initial scoping through development and implementation. From June 2007 to March 2008 (10 months) Consultant @ Managed complex projects under tight timelines providing quality deliverables. Developed complex predictive models using SAS Enterprise Miner, robust optimization models with SAS Marketing Optimization, and reliable business forecasts using SAS Forecast Studio. Models placed into production have generated significant revenues, greatly reduced costs, and optimized resource allocation for large financial services companies such as US Bank, Fidelity, CitiCard, and Visa. Managed long-term engagements related to these projects with multiple deliverables. From 2006 to 2007 (1 year) Director of Analytics @ Responsible for an eight person team of financial / economic analysts professionals dedicated to analytic research and reporting. Established industry leading performance metrics and methodologies for the optimization of Human Capital Management consulting with Fortune 1000 customers such as Circuit City, Family Dollar, Lowe’s, Marriott and others. Lead developer of consulting methodologies related to analytics and reporting on systems with tens of millions of records. Responsible for multiple stages of consulting engagements in a resource constrained environment where results are measured against tangible monetized expectations. Manage a team of nine economists, modelers, analysts, and data miners. From 2003 to 2006 (3 years) Associate Professor of MIS @ Taught senior graduate and undergraduate classes in MIS, Systems Analysis & Design, Project Management, Business Systems Development, Business Process Reengineering and e-Business Strategy. Selected for graduate admissions committee. Advisor to the student chapter of the Association for Information Technology Professionals (AITP). From August 2001 to January 2003 (1 year 6 months) VP of Operations @ A start-up provider of wireless software. Recruited to provide strategic leadership to the management team, rapidly added multiple responsibilities including management of 30 staff. Established product development strategy, including pricing, positioning, distribution, and licensing. Built the business development team, identified potential partners and negotiated critical contracts. Selected as acting CFO to manage $9.5M budget. Managed third round of fund raising with Piper Jaffrey, including development of private placement memorandum. Firm was sold to Palm, Inc. From 2000 to 2001 (1 year) Co-Founder & President @ Founded and established this enterprise software firm that achieved profitability within six months and was eventually sold for a large profit to ParcPlace-Digitalk. Hired management team, developed and managed product strategy, directed funding efforts, established distribution channels, and negotiated licensing and intellectual property contracts. Established OEM program that generated 25% of company revenues. Managed the direct sales group, responsible for 45% of US sales. Raised significant angel funding and secured additional debt financing during rapid expansion. Managed all critical aspects of merger with ParcPlace-Digitalk, including pricing negotiations and deal structure. Closed a lucrative return on investment deal for investors. From 1993 to 1996 (3 years) Senior Consultant @ A $52M software development company. Consulted for extensive engagements at IBM, Sprint, Booz Allen & Hamilton, Amdahl and Intel. Concentrated in Object Oriented Analysis and Development (OOAD) project work, producing more than $250K revenues within the first 9 months. Delivered OOAD training courses, generating most training revenue in company’s history. From 1992 to 1993 (1 year) Senior Consultant @ Selected for the Corporate Technology Group, an elite department specializing in helping Fortune 100 companies, government agencies, and educational institutions adopt leading edge technology. Worked on project teams at Bell Atlantic Mobile Systems, Rochester Telephone and other communications firms. From 1990 to 1992 (2 years)
MBA, Finance @ Cornell University - Johnson Graduate School of Management From 1988 to 1990 Ph.D., Quantitative Analysis @ Cornell University From 1983 to 1987 MS, Quantitative Analytics @ University of Minnesota-Twin Cities From 1981 to 1983 BS, Agricultural Economics @ University of Minnesota-Twin Cities From 1977 to 1981 Robert Yerex is skilled in: R, Python, Smalltalk, Statistical Modeling, SAS Enterprise Miner, SAS, Econometrics, Data Mining, Start-ups, Quantitative Finance, Mathematica, Eviews, SQL, Excel, Market Research
Websites:
http://youtu.be/AKIHtI_Pma0,
http://usatforegonmut.blogspot.com/