Dmitry Tunitsky

Director Machine Learning/AI

Education

Doctor of mathematical and physical sciences
Specialization: differential equations

Moscow State University 1999

PhD degree
Specialization: differential equations and mathematical physics

Moscow State University 1984–1988

Master’s degree
Department of Computational Mathematics and Cybernetics

Moscow State University 1984 – 1987

Miscellaneous

Mathematics:

ordinary and partial differential equations, algebra, geometry, topology, calculus, functional analysis, measure theory, probability theory, stochastic processes, mathematical statistics, computational methods, approximations, optimization, calculus of variations, control theory.

Computer Sciences:

machine learning, statistical learning theory, image processing
and recognition, data structures, algorithms theory, computer algebra, graph theory, Boolean and many-valued logic, encoding theory.

Programming:

C/C++, Pascal, Java, R, PC Assembler, HTML, VBScript, JavaScript, ASP, Basic, Reduce, Maple, Mathematica, MatLab, Databases (Access, MS SQL Server, Oracle), Maven, Hudson, Subversion, Perforce, SourceSafe.

Mechanics and Physics:

gas dynamics, hydrodynamics, acoustics, optics, electricity theory, elasticity theory, geophysics, meteorology.

Engineering:

color printers profiles, synthesis of optical elements, laser beams shaping, processing of roentgenology images, filtration and marking of cardiograms, recognition and classification of information events.

Publication List:

color printers profiles, synthesis of optical elements, laser beams shaping, processing of roentgenology images, filtration and marking of cardiograms, recognition and classification of information events.

Experiences

Principal Technology Consultant – Cloud Daddy, Inc.

2018 – Present
Backup and security of Amazon Web Services environment.
Methods: Machine Learning
https://www.clouddaddy.com

Leading Researcher – IPU

2002 – Present
Institute of Control Sciences of Russian Academy of Science

Principal Technology Consultant

2012 – 2015
Automatic knowledge base of business
Mathematical modelling of business processes
Laboratory of institutional project engineering.

Technology Consultant – Ensure AGFA Graphics

2013
Secret Printing: encrypting data in graphical images
Methods: projective geometry

Project Manager – ADUP AGFA Healthcare

2008 – 2011
Automation of the Orbis database updates.

Senior Researcher – ISLC

1995 – 2002

Project manager – RAO UES

2005 – 2006
Optimization and control of hydroelectric generators.

Researcher and developer – AGFA Graphics

2000 – 2003
Medusa – color management.
Design and implementation of an effective algorithm for generation of profiles for color printers.
Methods: piece-wise linear differential topology, graph theory, optimization.

Project manager. – PWI, Inc.

2004 – 2007
Research and development of algorithms in recognition and visualization of undesirable intrusions to informational systems.
Design and implementation of effective algorithms for detection of intrusions
and anomalies.
Methods: machine learning.
An original effective algorithm was designed and developed.

Researcher and developer – Agfa Healthcare

1999 – 2000
Musica – processing and recognition of roentgenologic images.
Design and implementation of a stable algorithm for differential digital filtration of roentgenologic images.
Methods: finite difference approximation of differential operators.

Researcher and developer – Moscow State University

1998 – 1999
Computer synthesis of plane optical elements.
Design and implementation in C++ of original stable algorithm for precise approximation of phase function for optic element with given properties.
Methods: multivalued method of complex characteristics.

Researcher and developer – Enterprise ATES Medica Soft

1996 – 1998
Recognition and marking of electrocardiograms..
Design and implementation of original algorithms for online pulse detection and marking of electrocardiograms.
Methods: finite difference approximation of derivatives and stochastic filtration.

Researcher and developer

1985 – 1995
Research and development of algorithms in automatic solution of non-linear partial differential equations.
Research and development of algorithms in analysis of time series.
Parallelization of computational algorithms in weather forecast.
Modelling and computation of non-linear phenomenon in propagation of electric signals in chip interconnections.
Statistical processing of sociology data.
Seismic exploration of natural resources.