ANATOLIY D. RIKUN
** ********* ****, ******, ** *6518
203-***-**** (m), **************@*****.***
Qualifications Summary
Quantitative Analyst (Ph.D. in Operations Research) with solid experience
in the areas of predictive modeling, optimization, statistical analysis,
and software development. Actively applied existing and designed new data
analysis and optimization models and algorithms from the areas of linear,
nonlinear and logistic regression, forecasting, principal components, data
mining, cluster analysis, decision trees, linear and nonlinear
optimization, and other in solving economical, insurance and technical
problems. Proven algorithm design and problem solving skills, self-reliant
and innovative, takes the initiative to meet clients' needs and deliver
high-quality results.
Computer Languages/Applications
Java, SAS, Perl, C/C++, Excel VBA, R/S+, Angoss KS, MATLAB, SQL, Access,
CPLEX, OPL.
Professional Experience
________________________________________________________________
BMC Software, Predict Group, Waltham, MA
Quantitative Analyst/Staff Product Developer/Contractor, 1998 - 2007, 2010
- current (Java, C\C++, Excel, SAS, MATLAB, SQL)
Designed and developed new models and algorithms for Predictive Modeling
Group in the areas of Data Analysis, Optimization, Queuing Modeling, Monte
Carlo Simulation, and Numerical Methods. The Predict components of the BMC
product lines are responsible for evaluating reliability of computer
systems performance and capacity planning (What If Analysis). Our product
is used by many of the Fortune 500 and my work had a direct impact on
improving the scalability, accuracy, and performance of the "Predict"
components.
. Designed new algorithms and implemented prototype for optimal
deployment and re-balancing in Cloud Computing. Participated in the
development of a new decision support feature in Predict. As part of this
project, designed and implemented a new lexicographical optimization
algorithm to evaluate the achievable area in M/M/m queuing systems which is
on the order of magnitude (~2n/n2) more scalable and faster than its
predecessor.
. Headed numerous data analysis projects related to data compression,
forecasting, outliers detection, risk evaluation, multi-criteria
optimization, and data mining. Heavily utilized linear and non-linear
regression, principal components, time series analysis, risk evaluation,
maximum entropy principle, cluster analysis, and other statistical
techniques. Introduced and implemented a new probabilistic model for VMware
technology. Employing a nonlinear regression model, designed and
implemented the hardware performance feature that allows evaluating
performance in cases with missing data. This tool addresses important and
sensitive issues for BMC customers.
. Conducted experiments, made numerous contributions to perfect the
numerical stability and scalability of the product. Thus, my implementation
of the algorithm to model SUN Resource Manager proves to be much more
scalable and compact and than the previous one. Developed a regression
testing tool and helped QA team in a few releases.
________________________________________________________________
RBS, Risk IT group, Stamford, CT,
Data Analyst (Consultant), 2009 - 2010 (Perl, Excel VBA, SQL)
Participated in a few Risk IT group' projects. Implemented a program which
uses Bloomberg data to evaluate some securities lowest original ratings by
SP, Fitch, and Moody. Developed a few scripts which checked the data feeds.
In the other projects my script update the DB each time when the content on
a specific web site is changed.
________________________________________________________________
Full Capture Solutions (FCS), Hartford, CT.
Data Analyst (Contractor), 2009 - 2009 (SAS, Angoss KS, Excel)
Full Capture Solutions provides advanced analytics and data mining software
services to the insurance industry. This technology allows using both
structured and unstructured claim related data to improve customer decision
making, related to subrogation opportunities, fraud detection, and others.
I participate in the production and reporting support as well as in the
research and development processes to improve the FCS product.
________________________________________________________________
Symphony Marketing Solutions (SMS), Southport, CT.
Analyst (Contractor), 2008-2008 (SAS, Excel)
Worked on Marketing Mix Modeling for a major pharmaceutical client. Used
different SAS tools (procedures like reg, pls, mixed, logistic and other)
to prepare and clean data, create accurate prediction models, analyze the
results, and evaluate relative impact from different highly multi-collinear
marketing drivers on the product sales. Made significant contribution in
the technical part of the process of winning a new long-term contract from
a major customer. Participated in the optimization and web analytics
projects.
________________________________________________________________
Investment Technology Group Inc., (ITG), Financial Engineering Department,
Boston, MA.
Researcher, 2007- 2008 (Perl, Excel, Java, C++)
Projects related to the support and development of different aspects of the
ITG's agency cost estimator (ACE) - one of the most powerful pre-trade
analysis tools in risk management and transaction cost optimization.
. Improved robustness and flexibility of the production process of the
monthly generated intraday distributions of the costs, volatility, and
spreads metrics. Improved data cleaning processes. Streamlined the process
of handling certain complex nuances including changes in trading hours.
Improved implementation of the statistical classification algorithm
(discretionary vs. non-discretionary trades).
. Contributed to the improvement of the ACE optimizer. Suggested a
modification for ITG portfolio optimization algorithm to resolve a
convergence problem. Compared Analytics from the Reuters and Comstock data
sources, and investigated sources of the discrepancies. Suggested a new
approach in estimating the cost improvement parameters and implemented
modifications to the existing regression model.
________________________________________________________________
Parametric Technology Corporation, Geometry Department, Waltham, MA
Software Engineer, 1995 - 1998 (C, Unix shell)
Designed, developed, and implemented algorithms from the area of
Computational Geometry, Numerical Methods, and Optimization used in 3-D
Modeling CAD/CAM design software.
. Designed and coded new optimization algorithms for harness analysis.
Created more efficient implementation for collision detection and mold
opening operations.
. Improved robustness of the code for surface-to-surface, curve-to-
surface, and ray-to-surface intersection functions. Implemented or improved
shell analysis, threads modeling, loop filling, clearance-interference,
finding minimal distance, absolute accuracy and other features.
Publications
Papers and conferences presentations in predictive modeling, operations
research, optimization, and data analysis. Obtained new results on
uniqueness in non-convex optimization, which are very useful in non-linear
regression and maximum-likelihood methods; the results were published by
American Mathematical Society and highly valued by experts like Prof. H.
Kuhn (Princeton U.) and Prof. H. Scarf (Yale U.).
Professional Affiliations
Institute for Operations Research and Management Sciences (INFORMS).
Education
Ph.D. Applied Mathematics (Operations Research), USSR Academy of
Science Computer Center (VC).
M.S. Applied Mathematics (Numerical Methods), Summa cum Laude,
Azerbaijan Industrial University.
Some Professional Development Courses
Agile Development with Scrum, 2006, Protech.
ITIL Foundation and Certification, 2006, Examination Institute for
Information Science.
Excel for Power Users. BMC training, 2004.
Object-Oriented Programming in Java, 2001, Durasoft Inc.
Object-Oriented Programming with C++, 2000, BMC class.
Society of Actuaries: had passed exams 100, 110, 120 in math, statistics,
and time series modeling.