Decision Science Analyst Resume
SUMMARY:
- Certified statistical business data analyst with more than 8 years of experience in statistical analysis, data mining, big data development - hadoop, predictive modeling, SAS programming, and tableau development.
- Certified data miner and experienced on advanced predictive modeling tools: SAS EM, SAS EG,TABLEU, SAS forecast studios, SPSS, Clara bridge, SQL, Python, Hadoop, and Teradata using windows and Linux environment
- Extensive experience on developing SAS based financial fraud detection rules and alert generation programs
- Experienced data scientist delivering data driven business insights to complex business problems
- Certified SAS programmer with advanced programming skills on SQL, macros and stored procedures
- Extensive experience on big data analysis, configuration, and formatting of variables working on structured and unstructured data from warehouses, flat files, external vendors applications, and from multiple servers and DBs
- Extensive practical ability on multiple regressions, logistic, multinomial, neural network, and decision and more
- Extensive practical ability on using advanced options: principles component, PLS, LARS,LASSO, and more
- Practical experience on high performance regression analysis: gradient boosting, random forest, credit scoring, rule induction, incremental response, two stage modeling and more
- Practical econometric modeling experience on: ESM, AR,ARIMA, credit scoring, survival and hazard analysis
- Extensive Experience dealing with big data from multiple databases, servers in window and Linux environment
- Extensive experience on high performance regression analysis with clustering and segment analysis
- Experience on delivering analytic report in various formats including CSV, HTML, RTF, PDF, and more
- Excellent organizational, interpersonal, and communication skills
TECHNICAL SKILLS:
Certified: SAS programmer
Certified: Statistical Business data Analyst
Certified: OSU and SAS data mining and predictive modeler
Certified Accounting software: SUN systems, Peachtree, CTS, and PRS
Economics and statistics: SAS, SQL, Maple, Gretel, GAMS, and spreadsheet solvers
Big Data Solutions: Hadoop, Ambaries, sqoop and all other connector add ins, SAS, Python, and tableau
Environment and tools: TERADATA. SAS/BASE, SAS EG, SAS EM, SAS/GRAPH, SAS/STAT, SAS/SQL, SAS/MACRO, SAS/ODS, SAS/ACCESS, SAS/DI,SPSS,TABLEU, HADOOP, PYTHON
PROFESSIONAL EXPERIENCE:
Confidential
Decision Science Analyst
- Developing comprehensive and efficient SAS analytic report logics to run on Linux environment
- Developing predictive model to score probability of fraud from different types of transaction.
- Developing fraud detection rules in multiple scenarios to determine suspicious transaction
- Developing multiple SAS based fraud detection rule that generate alerts
- Migration of data from SAS, mainframe and Linux server to hadoop and mapping with Tableau
- Developing robotic process automation rule for the enterprise market strategy on email campaign
Confidential
SAS Analytic Report Developer
- Developing analytic business insights based on the data and system work flow
- Integration of different databases to produce auto generating analytic reports
- Developing several well-tuned SAS codes after migration of data and eliminating retired reports
- Developing Teradata based data migration, mapping and testing of results from the retired the newer servers
- Extracting data from different sources and creating macro defined auto links to generate real time reports
- Collecting business requirements attributes from different data warehouses, servers, and databases to build data dictionary of variables for daily, monthly, cyclical management reports, and predictive analysis reports
- Developing data source and variable dictionary to integrate variable mapping in the data migration process
- Developing SAS program logics used to produce multiple DPL reports from new data sources and variables
- Testing developed report codes to maintain similar workflow logic, data quality, and to enrich the code
- Developing comprehensive efficient analytic report logics on SAS Grid Linux environment
Environment: and tools: Teradata, Hadoop, Python, SAS Grid, Linux, SAS/Macros, SAS/SQL, SAS EG, Base SAS, SAS EM
Confidential
Data Scientist /Sr. Analytic Consult
- Developing data driven comprehensive customer case analysis by each product and services
- Defining verbatim and word level text analysis of transcribed voice data using Clara bridge text mining tools
- Text Mining and sentiment scoring for multiple sources of social media and survey comments about Verizon
- Generating actionable recommendation from sentiment analysis results to reduce churn and improve services
- Developing predictive model and scenario analysis for the introduction or elimination of new service and price
- Accomplished several multiple regressions, logistic, multinomial regression, and neural network works
Environment: Base SAS, SAS/Macros, SAS/SQL, SAS EG, SAS EM, SAS/STAT, Teradata, Hadoop Windows XP, UNIX
QUANTITATIVE ANALYST
Confidential
- Diagnosed the distributions of raw data, statistical exploration, standardizing and transformations
- Identified functional relationship of variables and derivation of economic variables
- Analyzed statistical exploration of candidate variables and variable selection
- Examined distribution analysis, outlier detection, heteroscedasticity tests
- Built Econometric models, evaluated estimated model results, conceptual, and functional validation
Environment: Excel solvers, Excel risk analysis platform, Maple, R, Gretel, STATA, and Base SAS
REGIONAL PROJECT ADMIN AND DATA ANALYST
The Brooke Inc
- Analyzed and delivered statistical reports from the results obtained from various statistical procedures
- Instructed trainings for cooperatives on project planning, tax, and documentation
- Prepared different monthly program, logistic, finance, administrative reports
Environment: Excel, World, PRS, Base SAS v9.2, SAS/Macros, SAS/SQL, SAS EG, Windows XP, UNIX
ACCOUNTANT AND IT SUPPORT SPECIALIST
Confidential
- Reconciled approved payment documents with planned activities
- Supervised different zone account record handlings and conducted internal audits
- Developed monthly and quarterly reports using MS-Excel, SUN systems, and PRS
- Expanded load of data from other data sources to SAS FM
Environment: Excel, World, Access, PRS, Sun-Accounting systems, Peachtree, Quick book, CTS