Dmitry Tunitsky

Director Machine Learning/AI


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



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.


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.


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.


Principal Technology Consultant – Cloud Daddy, Inc.

2018 – Present
Backup and security of Amazon Web Services environment.
Methods: Machine Learning

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

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.