Michael Arov
. CHICAGO, IL ***** . 815-***-**** . ****@****.***
. Strong software engineering experience, development of complex
projects involving large teams
. Master level C++ Brainbench.com certification. Outscored 96% of all
C++ test takers nationwide
. Substantial expertise in statistical analysis of large data sets
using advanced machine learning techniques such as Neural Networks,
Self-Organizing Maps and Boosted Decision Trees
. Excellent communication skills and ability to present my results
clearly and coherently on a regular basis to a large multinational
scientific collaboration
work experience
Fermi National Accelerator January 2007 - August 2010
Laboratory
. Implemented the calorimeter hardware monitoring software and Boosted
Decision Trees (BDT) data analysis for the ATLAS experiment at Large
Hadron Collider using C++ scientific libraries.
. Developed the software and procedure for online diagnostic and
calibration of the InterCryostat Detector (ICD) that is now routinely
used in D operation and improved stability by 44%. C++ was employed
for the underlying code and Python for GUI.
. Performed online maintenance and repair of the ICD detector components
and investigated irregularities.
. Wrote successful grant renew proposal based on our group's
achievements and research plans.
Northern Illinois University September 2002 - January 2007
. Implemented the missing transverse energy significance algorithm in
the Run II software framework in C++.
. Prepared and certified datasets for tau lepton certification (over
200 million events).
. Optimized the tau lepton identification Neural Network algorithm.
. Developed and certify the Monte Carlo production tools using C++
wrapper for ALPGEN event generator.
. Maintained the D calorimeter electronics and perform necessary
repairs and day-to-day calibration.
. Designed and implemented the 5000 channels calorimeter test stand that
was used to
o Test and certify (and repair if necessary) BaseLine Subtraction
(BLS), preamplifier (PREAMP) and Switched Capacitor Array (SCA)
electronic boards.
o Replace defected components of the detector with fixed spares.
o Study the abnormalities of the detector operation (such as noise
and pedestal drift) in simulation mode.
o Develop the operating software in Visual C++ on Windows
platform, consisting of GUI, VME board drivers, data acquisition
and the histogramming and other plotting capabilities.
. Designed and developed the initial prototype of the LCDG4 program
designed to simulate calorimeter for the future International Linear
Collider using Java and C++.
. Performed the extensive study of the method of Self-Organizing Maps
(SOM) also known as Kohonen maps and its applicability to high energy
physics analysis.
HEP Laboratory of SUNY at Stony June 1999- September 1999
Brook
. Ported old Fortran High Energy Physics software to C++.
Civil Engineering Laboratory June 1998- September 1998
. Performed structural tests of the new concrete-based materials
developed in this lab as well as performing literature surveys and
performing elasticity calculations.
education and certification
Brainbench Master level
certification in C++
Outscored 96% of all C++ test
takers nationwide - 4.61 out of
5.00 September 2001 - August 2008
Northern Illinois University
. Physics, PhD (GPA 3.5)
State University of New York at September 1997 - May 2001
Stony Brook
. Physics, BS (GPA 3.3, Math/Physics/CS GPA 3.6)
relevant skills
Operating systems: UNIX,
Linux,Windows
Programming languages: C++, C#
,Fortran, Python, Java, Matlab,
Mathematica, SQL, SAS
Programming libraries: MFC, STL,
Boost, ROOT, GEANT4
Machine learning techniques such as
Neural Networks and Boosted Decision
Trees
Statistical modeling
Monte-Carlo
2 years of electronics diagnostic and
maintenance experience
Linux system administration
academic research
ATLAS experiment at LHC Geneva, Switzerland . 2007-2010
. Research on the ATLAS experiment as part of US involvement in Large
Hadron Collider. The research focused on searching for the charged
Higgs boson using Boosted Decision Trees machine learning techniques.
D0 experiment at Fermi National Batavia, IL. 2004-2007
Accelerator Lab
. The topic of my thesis is measurement of the top pair cross section in
the ? + jets final state. This is the first measurement of this kind
performed and serves as an important test of the Standard Model. Multi-
Layer Perception Neural Network (MLP-NN) was employed to separate
signal from noise.
selected publications
. PhD Dissertation Thesis, "A measurement of the top quark cross section
in the tau channel at D0", 2007,
http://www.physics.niu.edu/physics/academic/grad/theses/arovthesis.pdf
. "Indirect search for Charged Higgs boson at D experiment in Run II",
Phys. Rev. D 80, 051107
References available upon request