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ANDREY NIKIFOROV
7201 York Avenue South 821
Edina, MN 55435


Summary:

Extensive experience in image and signal processing/recognition, pattern recognition and statistical data analysis (20+ years of designing and software implementation of algorithms), 15 years in biometrics, 20 years experience as a software engineer.

Ability to design application architecture and effective algorithms for a complex problem, develop clean and fast code, document and deliver software, present project/application. Strong mathematical background. Effective work in a team and with minimal supervision. Was a successful group leader of up to five software engineers.

Solely developed one of the best fingerprint recognition technologies in the world.

Computer languages: C/C++(10yrs), Pascal (6+yrs), Delphi(3yrs), Fortran(6yrs), HTML, Matlab, Perl, etc.

Operating systems: Windows 9x/2000/NT/XP, UNIX/Linux, MS DOS, RSX/RT-11

Software: MS Visual Studio (C/C++/MFC), Borland C++/Delphi, Turbo Pascal/C, Statistical packages, MikTeX, ArcView, MS applications.


Education

1984-1987 - Ph.D. in Computer science, Moscow Institute of Physics and Technologies, Russia (majors: statistical data analysis, bioinformatics)

1978-1984 - MS in Electrical Engineering, Moscow Institute of Physics and Technologies (majors: applied mathematics, programming)


04/2002 - 04/2007 - the Algorithm Scientist at BIO-key, Intl. (Eagan, MN). Delivered to the company and supported the fingerprint recognition technology developed earlier for RT and FVC 2002.
  • Currently under an one-year non-compete agreement with BIO-key.

    08/2001 - 03/2002 - a Participant of Fingerprint Verification Competition 2002 (delivered fingerprint recognition algorithm). Consultant in the projects: language recognition with BBN Technologies and multiple target tracking with Northeastern University (Boston, MA).
  • The fingerprint recognition algorithm proved to be one of the best in the world.

    02/2001-07/2001 - a Scientist at BBN Technologies (Cambridge, MA). Lead technical development of image/video processing/recognition and speech recognition applications using C/C++ on UNIX/ Linux and Windows platforms; O/S: Windows 2000, Solaris 2.x / Redhat 6.2.
  • Created software prototype for client review to secure contracts for the full-scale projects.

    08/1999-01/2001 - the Project Technical Leader at the State University of New York at Stony Brook. Performed research and software development on speech recognition and time series forecasting for power consumption on Long Island, NY. Software: SAS, MS Visual C++ 6, Delphi 5.0, MS Excel and PowerPoint; O/S: Windows 98.
  • The University has been awarded with a grant from Symbol Technologies. Research successfully implemented (technology and software delivered).
  • Methods and software was delivered to KeySpan. The company granted the team with a new project.

    10/1998-5/1999 - a visiting Scientist and Technical Co-Leader at the Northeasten University (Boston, MA). Have designed and programmed image processing and target tracking algorithms. Software: Borland C++5, Delphi 3.0; O/S: Windows 95.
  • Based on results of the pilot project, the University was given a full-scale research grant.

    1/1995 - 9/1998 - the Chief Scientist in the "RT" (Recognition Technologies) scientific agency. Have designed and programmed a complete technology (image processing algorithms and software) for fingerprint recognition. Managed embedding the algorithms into a standalone prototype. Software: Turbo C, Borland Pascal; O/S: MS DOS, Windows 95.
  • The PC-based prototype proved to be superior to fingerprint recognition products available at the world market at the time.
  • The agency demonstrated the fingerprint recognizer at security and computer expositions in Moscow and received the partnership and licensing proposals from several companies including Samsung (Korea), ElectroLux (Sweden), several commercial banks and multiple retailers

    9/1992 - 12/1994 - the Chief Scientist in the "New Systems" scientific agency (Moscow). Have designed and programmed a complete technology for speech and speaker recognition and speech animation algorithms. Software: Turbo Pascal 7.0, Turbo C; O/S: MS DOS.
  • Demonstrated team capabilities to design high-tech products. The agency signed a long-term partnership agreement with leading software and hardware engineering companies in Russia and received a contract for software development from other partners.

    10/1990 - 9/1992 - an Expert in Soviet-American JV "Dialogue" (Moscow). Have developed a statistical system "ARCaDa" for PCs. Performed statistical research. Software: SyStat, SPSS, Turbo Pascal 5.5, Fortran; O/S: MS DOS.



    8/1988 - 9/1990 - a Senior Scientist at the Institute of Professional Diseases (Moscow). Have designed and implemented a general statistical package for PDP-11 clone computers (PL: Fortran, O/S: RSX/RT-11).



    9/1982 - 8/1988 - a working Student, then Junior Scientist at the Institute of Transplantology and Artificial Organs (Moscow). Have developed the system for pattern recognition and analysis during heart surgery using Fortran on RSX/RT-11 platform.


    Grants

  • Participated in pilot projects and proposal preparation for two full-scale projects with professors M. Maliuotov (NEU-1999) and E. Feinberg (SUNY-2000). Grants awarded ($250,000 and $200,000).

  • Awarded in 2000 by Symbol Technologies for research in speech recognition ($36,000).


    Publications

  • Published 25 papers (mostly in Russian, non-NDA research)

  • Translated two books for "Finansy i Statistika" Publishers (Moscow):
          Little R.J.A., Rubin D.B. Statistical Analysis with Missing Data (Wiley)
          Fleiss J. L. Statistical Methods for Rates and Proportions, 2nd ed. (Wiley)


    Patents

  • Authored the patents on the current BIO-key core technology (one is issued, another one is pending)

  • Co-authored the patent on BIO-key's fast ID search technology (pending)


    Languages

    Native Russian. Fluent English. Can read and speak German and Polish


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