`Omid E. Kia
`Omid E. Kia
`10813 Rock Run Drive, Potomac, MD 20854
`10813 Rock Run Drive, Potomac, MD 20854
`omidkia@me.com
`omidkia@me.com
`(240) 899-7333
`(240) 899-7333
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`Expertise:
`Expertise:
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`Education:
`Education:
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`Software: Full lifecycle software development as requirements management, solution architecture,
`Software: Full lifecycle software development as requirements management, solution architecture,
`implementation and testing. Large and small scale software development ranging from Enterprise class solution
`implementation and testing. Large and small scale software development ranging from Enterprise class solution
`development to small embedded real time software development. Design and develop large array of algorithms
`development to small embedded real time software development. Design and develop large array of algorithms
`for signal, image, video and content processing. Performance and algorithmic analysis of software components
`for signal, image, video and content processing. Performance and algorithmic analysis of software components
`with strong mathematical basis.
`with strong mathematical basis.
`
`Hardware: Large image/video-based hardware solutions with pipeline and microprocessor based system for
`Hardware: Large image/video-based hardware solutions with pipeline and microprocessor based system for
`simple and complex applications. Interface of high performance imaging components into a digital
`simple and complex applications. Interface of high performance imaging components into a digital
`infrastructure at chip and camera level designs. Single board systems with high performance devices for time
`infrastructure at chip and camera level designs. Single board systems with high performance devices for time
`critical controls.
`critical controls.
`
`Science: Strong ability for analysis and understanding of all diagnostic imaging modalities such as all X-ray,
`Science: Strong ability for analysis and understanding of all diagnostic imaging modalities such as all X-ray,
`Nuclear Medicine and Ultrasound imaging modalities in terms of energy source, detectors and intermediate
`Nuclear Medicine and Ultrasound imaging modalities in terms of energy source, detectors and intermediate
`processing. Proven record of introducing new concepts to existing problems using physical and mathematical
`processing. Proven record of introducing new concepts to existing problems using physical and mathematical
`models. Strong ability to analyze, design and develop signal/image/video/content processing algorithms and in
`models. Strong ability to analyze, design and develop signal/image/video/content processing algorithms and in
`particular develop various computed processing algorithms for demanding problems.
`particular develop various computed processing algorithms for demanding problems.
`
`Ph.D. in Electrical Engineering
`Ph.D. in Electrical Engineering
`University of Maryland at College Park (UMCP), May 1997
`University of Maryland at College Park (UMCP), May 1997
`Major Field of interest: Control and Communication theory
`Major Field of interest: Control and Communication theory
`Thesis Topic: Document Image Compression and Analysis
`Thesis Topic: Document Image Compression and Analysis
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`M.S. in Electrical Engineering
`M.S. in Electrical Engineering
`University of Illinois at Chicago (UIC), August 1989 G.P.A. 5.0/5.0
`University of Illinois at Chicago (UIC), August 1989 G.P.A. 5.0/5.0
`Major Field of Interest: Control theory and Automation
`Major Field of Interest: Control theory and Automation
`Master’s Project: Streamlined Methodology for Digital Controller Design.
`Master's Project: Streamlined Methodology for Digital Controller Design.
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`B.S. in Electrical Engineering
`B.S. in Electrical Engineering
`Catholic University of America (CUA), May 1987, G.P.A. 4.0/4.0
`Catholic University of America (CUA), May 1987, G.P.A. 4.0/4.0
`Major Field of Interest: Computer Engineering and Control
`Major Field of Interest: Computer Engineering and Control
`Senior Design Project: Design and Implementation of an Underwater Dive Computer.
`Senior Design Project: Design and Implementation of an Underwater Dive Computer.
`
`
`Accomplishments:
`Accomplishments:
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`Chief Scientist, Northstrat: Grew new science ventures while supporting customer contract
`Chief Scientist, Northstrat: Grew new science ventures while supporting customer contract
`on a full-time basis.
`on a full-time basis.
`Chief Engineer, ITT Exelis: Grew the company footprint at the customer site by promoting
`Chief Engineer, ITT Exelis: Grew the company footprint at the customer site by promoting
`technical solutions and demonstrating associated value.
`technical solutions and demonstrating associated value.
`Principal Engineer, ITT Exelis: Patented IP and grew initial project to a long term
`Principal Engineer, ITT Exelis: Patented IP and grew initial project to a long term
`processing chain effort at customer site.
`processing chain effort at customer site.
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`Senior Scientist, ITT Exelis: Patented IP in fields of LIDAR, FMV, Space Weather and
`Senior Scientist, ITT Exelis: Patented IP in fields of LIDAR, FMV, Space Weather and
`Radars. Landed $1.5M project associated with only one pursuit.
`Radars. Landed $1.5M project associated with only one pursuit.
`Chief Scientist, Imaging Sciences: Grew the company from a $2M company to $145M and
`Chief Scientist, Imaging Sciences: Grew the company from a $2M company to $145M and
`beyond with a revolutionary dental imaging machine.
`beyond with a revolutionary dental imaging machine.
`President, Sigma Vision: Developed revolutionary x-ray imaging product for veterinary
`President, Sigma Vision: Developed revolutionary x-ray imaging product for veterinary
`market that is currently supporting three separate companies worldwide.
`market that is currently supporting three separate companies worldwide.
`
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`Experience:
`Experience:
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`Subject Matter Expert, Coastal Communication Consultants Inc., Manassas, VA September 2017 – Now.
`Subject Matter Expert, Coastal Communication Consultants Inc , Manassas, VA September 2017 — Now.
`Serve as a subject matter expert in the general fields image science, data science, software development and
`Serve as a subject matter expert in the general fields image science, data science, software development and
`transition to operational setting. Utilize classical estimation and detection theory techniques in conjunction with
`transition to operational setting. Utilize classical estimation and detection theory techniques in conjunction with
`feature extraction and pattern analysis to derive effective data science algorithms. Also perform software
`feature extraction and pattern analysis to derive effective data science algorithms. Also perform software
`development to integrate algorithms into existing and new systems. Interface with customer requirements by
`development to integrate algorithms into existing and new systems. Interface with customer requirements by
`educating programmers and customers on the realm of possibilities with real demonstrable techniques. Also
`educating programmers and customers on the realm of possibilities with real demonstrable techniques. Also
`continue to serve as the subject matter expert in the areas of video processing, compression and standards for
`continue to serve as the subject matter expert in the areas of video processing, compression and standards for
`multiple contracts. Submitted responses to Request for Information and Proposals to area customers for
`multiple contracts. Submitted responses to Request for Information and Proposals to area customers for
`imaging, image processing, remote sensing, content process, signal processing and related technology oriented
`imaging, image processing, remote sensing, content process, signal processing and related technology oriented
`solutions.
`solutions.
`
`Chief Image Scientist, Northstrat Inc., Sterling, VA November 2013 – September 2017.
`Chief Image Scientist, Northstrat Inc., Sterling, VA November 2013 — September 2017.
`Served as the chief image scientist and led research and development efforts with respect to all high technology
`Served as the chief image scientist and led research and development efforts with respect to all high technology
`development efforts. Served as the subject matter expert in the areas of video processing, compression and
`development efforts. Served as the subject matter expert in the areas of video processing, compression and
`standards for multiple contracts. Submitted responses to Request for Information and Proposals to area
`standards for multiple contracts. Submitted responses to Request for Information and Proposals to area
`customers for imaging, image processing, remote sensing, content process, signal processing and related
`customers for imaging, image processing, remote sensing, content process, signal processing and related
`technology oriented solutions. Support multiple programs as a subject matter expert as video processing, low
`technology oriented solutions. Support multiple programs as a subject matter expert as video processing, low
`light imaging, Lidar data processing, Synthetic aperture radar imaging and data fusion. Perform array of
`light imaging, Lidar data processing, Synthetic aperture radar imaging and data fusion. Perform array of
`computer vision algorithms and physics-based signal processing and analysis. Utilized image science, signal
`computer vision algorithms and physics-based signal processing and analysis. Utilized image science, signal
`processing, software development and engineering practices to bring multiple research concepts to an
`processing, software development and engineering practices to bring multiple research concepts to an
`operational setting.
`operational setting.
`
`Chief Engineer, ITT Exelis, Space Systems Division, Herndon, VA October 2011 – November 2013.
`Chief Engineer, ITT Exelis, Space Systems Division, Herndon, VA October 2011 — November 2013.
`Served as the chief engineer and led technical efforts in an NRO program at the Washington Innovation Center.
`Served as the chief engineer and led technical efforts in an NRO program at the Washington Innovation Center.
`Developed technical solutions across a large array of image and signal processing problems. Contributed to
`Developed technical solutions across a large array of image and signal processing problems. Contributed to
`ground breaking solutions and fundamental shifts in workflow utilizing expertise in mathematics, physics,
`ground breaking solutions and fundamental shifts in workflow utilizing expertise in mathematics, physics,
`software development, hardware exploitation, market demand and business partners. Routinely applied a multi-
`software development, hardware exploitation, market demand and business partners. Routinely applied a multi-
`disciplinary approach to complex problems.
`disciplinary approach to complex problems.
`
`Principal Scientist, ITT Exelis Space Systems Division, Herndon, VA September 2012 – November 2012.
`Principal Scientist, ITT Exelis Space Systems Division, Herndon, VA September 2012 — November 2012.
`After initial research and development in LIDAR super resolution, was awarded a contract to implement and
`After initial research and development in LIDAR super resolution, was awarded a contract to implement and
`compare results with existing LIDAR super resolution algorithms. Lead a team of scientists to implement and
`compare results with existing LIDAR super resolution algorithms. Lead a team of scientists to implement and
`expand on original concept and insert in existing processing chain. Delivered results that exceeded expectations
`expand on original concept and insert in existing processing chain. Delivered results that exceeded expectations
`and fundamentally identified shortcomings in the current process flow. Performed this project while serving as
`and fundamentally identified shortcomings in the current process flow. Performed this project while serving as
`the Chief Engineer at an NRO program.
`the Chief Engineer at an NRO program.
`
`Senior Staff Scientist, ITT Space Systems Division, Herndon, VA June 2009 – October 2011.
`Senior Staff Scientist, ITT Space Systems Division, Herndon, VA June 2009 — October 2011.
`Serve as an expert in all pursuits pertaining to remote sensing, surveillance and image/signal processing
`Serve as an expert in all pursuits pertaining to remote sensing, surveillance and image/signal processing
`problems. Primarily served as the lead scientist in all technical activities including space situational awareness,
`problems. Primarily served as the lead scientist in all technical activities including space situational awareness,
`3D scene modeling, persistence surveillance, super-resolution (for lidar systems), scale space compression (for
`3D scene modeling, persistence surveillance, super-resolution (for lidar systems), scale space compression (for
`lidar systems) and space weather efforts. Inventor in concepts leading to patent applications and pursuits.
`lidar systems) and space weather efforts. Inventor in concepts leading to patent applications and pursuits.
`Leader of the Compression Cell, which creates, motivates and organizes current and ongoing capabilities in
`Leader of the Compression Cell, which creates, motivates and organizes current and ongoing capabilities in
`compression including image, video, volumetric and other data modes within the Space System Division group.
`compression including image, video, volumetric and other data modes within the Space System Division group.
`Involved with efforts in building ideas matched to pursuits for Full Motion Video, Situational Awareness, Space
`Involved with efforts in building ideas matched to pursuits for Full Motion Video, Situational Awareness, Space
`Weather and several Surveillance initiatives as the primary scientist. Interests include volumetric processing,
`Weather and several Surveillance initiatives as the primary scientist. Interests include volumetric processing,
`multi-mode image/data processing, radar processing, automatic target recognition, computational imaging,
`multi-mode image/data processing, radar processing, automatic target recognition, computational imaging,
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`compression and knowledge management which involves preliminary work for submittal into corporate and
`compression and knowledge management which involves preliminary work for submittal into corporate and
`government channels for funding opportunities. These efforts require substantial knowledge of the current state
`government channels for funding opportunities. These efforts require substantial knowledge of the current state
`of the art and fundamental understanding of strengths and weaknesses of prevailing methodologies in order to
`of the art and fundamental understanding of strengths and weaknesses of prevailing methodologies in order to
`make a viable case for pursuit.
`make a viable case for pursuit.
`
`Expert Consultant, Part-time consulting, Jan 2002 – now.
`Expert Consultant, Part-time consulting, Jan 2002 — now.
`Perform expert consulting for Intellectual Property and High Technology development. Intellectual property
`Perform expert consulting for Intellectual Property and High Technology development. Intellectual property
`consulting in all areas of high technology and in particular, imaging, compression, encryption, standard based
`consulting in all areas of high technology and in particular, imaging, compression, encryption, standard based
`encoding, consumer devices, medical devices, patient management, embedded solutions and smart energy.
`encoding, consumer devices, medical devices, patient management, embedded solutions and smart energy.
`Work involves expert analysis of portfolio holdings, analysis of potential infringers, licensing opportunities and
`Work involves expert analysis of portfolio holdings, analysis of potential infringers, licensing opportunities and
`litigation support. High technology development in areas of medical imaging, electrical health record, medical
`litigation support. High technology development in areas of medical imaging, electrical health record, medical
`devices and smart energy devices have been pursued with inventions being pursued. Consult in dental imaging
`devices and smart energy devices have been pursued with inventions being pursued. Consult in dental imaging
`and in particular Cone Beam Computed Tomography and Podiatric Radiography. Perform consulting for law
`and in particular Cone Beam Computed Tomography and Podiatric Radiography. Perform consulting for law
`firms, patent analysis firms and high technology companies.
`firms, patent analysis firms and high technology companies.
`
`Chief Scientist, Imaging Sciences International, Inc. Hatfield, PA Jan 2004 – April 2009.
`Chief Scientist, Imaging Sciences International, Inc. Hatfield, PA Jan 2004 — April 2009.
`Chief Scientist and director of digital X-ray Development. Perform, direct and manage all technical directives
`Chief Scientist and director of digital X-ray Development. Perform, direct and manage all technical directives
`falling under digital imaging including software development, hardware development, receptor development
`falling under digital imaging including software development, hardware development, receptor development
`and various signal/image processing algorithms. As chief scientist I performed the first look at all 3rd party
`and various signal/image processing algorithms. As chief scientist I performed the first look at all 3 rd party
`technology suggestions and assessed value for our product. These spanned technologies across software,
`technology suggestions and assessed value for our product. These spanned technologies across software,
`hardware and physics based (primarily x-ray and visible light) solutions. Spearheaded a detector development
`hardware and physics based (primarily x-ray and visible light) solutions. Spearheaded a detector development
`effort which involved working with internal and external resources along with performance based selection of
`effort which involved working with internal and external resources along with performance based selection of
`outside vendors. These detectors are designed to operate under very low light conditions and efficient manner.
`outside vendors. These detectors are designed to operate under very low light conditions and efficient manner.
`Served as the primary Intellectual Property Manager for all patent related work for Imaging Sciences and other
`Served as the primary Intellectual Property Manager for all patent related work for Imaging Sciences and other
`sister companies, under the Danaher umbrella, dealing with imaging work. In this capacity I managed a group
`sister companies, under the Danaher umbrella, dealing with imaging work. In this capacity I managed a group
`of scientists and lawyers to address all aspects of patent related issues including foreign filings, office action
`of scientists and lawyers to address all aspects of patent related issues including foreign filings, office action
`response, infringement cases and new technology protection. Write detailed white papers, patents and articles
`response, infringement cases and new technology protection. Write detailed white papers, patents and articles
`for state of the art technologies. Performed due diligence activities for large purchases in terms of technology
`for state of the art technologies. Performed due diligence activities for large purchases in terms of technology
`assessment, competitive analysis, resource utilization and product roadmaps. This was the lead technical role in
`assessment, competitive analysis, resource utilization and product roadmaps. This was the lead technical role in
`several acquisitions.
`several acquisitions.
`
`In a development capacity, developed and inspired unique functional components for a next generation head
`In a development capacity, developed and inspired unique functional components for a next generation head
`and neck computed tomography unit. Invented algorithms in scatter correction, focal trough detection and
`and neck computed tomography unit. Invented algorithms in scatter correction, focal trough detection and
`various visualization mechanisms. Developed a revolutionary panoramic image capture modality that enables
`various visualization mechanisms. Developed a revolutionary panoramic image capture modality that enables
`the practitioner to perform unprecedented imaging. Performed management duties for volume understanding
`the practitioner to perform unprecedented imaging. Performed management duties for volume understanding
`(segmentation, estimation and detection of physical shapes) and movement detection algorithms for integration
`(segmentation, estimation and detection of physical shapes) and movement detection algorithms for integration
`into a motion corrected sensor. Developed hardware assisted processing to offload processing requirements to
`into a motion corrected sensor. Developed hardware assisted processing to offload processing requirements to
`dedicated components using soft core FPGA programming, embedded LINUX, integrated microprocessor
`dedicated components using soft core FPGA programming, embedded LINUX, integrated microprocessor
`devices and software interface. Various Optical, X-ray and Nuclear image modalities are used to enable a
`devices and software interface. Various Optical, X-ray and Nuclear image modalities are used to enable a
`growing market segment.
`growing market segment.
`
`President, Sigma Vision Inc. Rockville MD Jan 2002 – Dec 2003.
`President, Sigma Vision Inc. Rockville MD Jan 2002 — Dec 2003.
`Co-founder of Sigma Vision which was originally incorporated to serve as a shell for consulting activities in the
`Co-founder of Sigma. Vision which was originally incorporated to serve as a shell for consulting activities in the
`high technology area specifically in the image and signal processing platforms. Researched, designed and
`high technology area specifically in the image and signal processing platforms. Researched, designed and
`developed a line of products which spans Radiography/Fluoroscopy imaging in X-Ray modality, Computed
`developed a line of products which spans Radiography/Fluoroscopy imaging in X-Ray modality, Computed
`Radiography (CR) in X-Ray modality, Digital Radiography (DR) in X-Ray Modality, Picture Archiving in all
`Radiography (CR) in X-Ray modality, Digital Radiography (DR) in X-Ray Modality, Picture Archiving in all
`modalities and various image processing packages. Provided detailed expertise to vendors that have
`modalities and various image processing packages. Provided detailed expertise to vendors that have
`development work in the same area. In all aspects of this work, performed cutting edge HW/SW techniques to
`development work in the same area. In all aspects of this work, performed cutting edge HW/SW techniques to
`provide a solution along with algorithm development to overcome sensor shortcomings. The result was a stable
`provide a solution along with algorithm development to overcome sensor shortcomings. The result was a stable
`and cost-effective offering to small and medium size diagnostic imaging centers. Performed research with
`and cost-effective offering to small and medium size diagnostic imaging centers. Performed research with
`several national laboratories for custom signal processing such as adaptive contrast enhancement, image
`several national laboratories for custom signal processing such as adaptive contrast enhancement, image
`stitching and mosaic, cone-beam CT and other diagnostic related imaging. The diagnostic imaging products
`stitching and mosaic, cone-beam CT and other diagnostic related imaging. The diagnostic imaging products
`were applied to human, veterinary and non-destructive testing applications. In a non-medical capacity,
`were applied to human, veterinary and non-destructive testing applications. In a non-medical capacity,
`Performed several large scale consulting in areas of Video over IP, debugging proprietary image processing
`Performed several large scale consulting in areas of Video over IP, debugging proprietary image processing
`algorithms, serve as expert witness in large scale patent litigations and general medical imaging product
`algorithms, serve as expert witness in large scale patent litigations and general medical imaging product
`development.
`development.
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`Senior Vice President, Portris Inc. Reston VA February 2001 – November 2001.
`Senior Vice President, Portris Inc. Reston VA February 2001 — November 2001.
`In charge of front-end application development, all research and development effort, high level algorithm
`In charge of front-end application development, all research and development effort, high level algorithm
`development and technology assessment. As the first technology hire of Portris Inc., helped implement the
`development and technology assessment. As the first technology hire of Portris Inc., helped implement the
`company for product development and Venture Capital funding, provided key technology and solutions in order
`company for product development and Venture Capital funding, provided key technology and solutions in order
`to achieve a suite of meaningful patents, defined product suite and development plan and in-depth architecture
`to achieve a suite of meaningful patents, defined product suite and development plan and in-depth architecture
`and planning of the product. Formulated the basis of a collaborative knowledge management system by
`and planning of the product. Formulated the basis of a collaborative knowledge management system by
`separating content and presentation; and further decomposing content in terms of a relational paradigm of basic
`separating content and presentation; and further decomposing content in terms of a relational paradigm of basic
`constituent atomic knowledge elements to for a higher level of understanding. Implemented the relational aspect
`constituent atomic knowledge elements to for a higher level of understanding. Implemented the relational aspect
`in a database utilizing an appropriate data model that supported several abstract applications. Also provided
`in a database utilizing an appropriate data model that supported several abstract applications. Also provided
`key components of knowledge representation and modeling from inception to development. Was the leading
`key components of knowledge representation and modeling from inception to development. Was the leading
`technology and solution provider in all areas of computing, operating systems, development platform, front-
`technology and solution provider in all areas of computing, operating systems, development platform, front-
`end systems, back-end systems and knowledge representation. Served as the chief scientist for all of the
`end systems, back-end systems and knowledge representation. Served as the chief scientist for all of the
`technical related activities.
`technical related activities.
`
`Principal Consultant, Sigma Vision, Inc. North Bethesda, MD July 2000 – May 2002.
`Principal Consultant, Sigma Vision, Inc. North Bethesda, MD July 2000 — May 2002.
`Performed consulting services, which included proposal writing, submission, research and development. Wrote
`Performed consulting services, which included proposal writing, submission, research and development. Wrote
`proposals for Video Over IP, Video surveillance and Document Duplicate Detection for submissions to
`proposals for Video Over IP, Video surveillance and Document Duplicate Detection for submissions to
`government and private industry. Performed research and development in Video Over IP for thin clients that
`government and private industry. Performed research and development in Video Over IP for thin clients that
`were java enabled. Performed design, analysis and modeling of the system for a complete software development
`were java enabled. Performed design, analysis and modeling of the system for a complete software development
`cycle. Served as an expert witness in patent enforcement phase of Intellectual Property Law. Researched and
`cycle. Served as an expert witness in patent enforcement phase of Intellectual Property Law. Researched and
`analyzed various X-Ray imaging products and provided insight into their software, hardware and physics based
`analyzed various X-Ray imaging products and provided insight into their software, hardware and physics based
`operations. Provided technical assistance for medical imaging companies in planning, development and
`operations. Provided technical assistance for medical imaging companies in planning, development and
`debugging of their systems. Developed imaging workstations for Computed Radiography, Special Purpose
`debugging of their systems. Developed imaging workstations for Computed Radiography, Special Purpose
`Video Capture and overall system design and integration. Developed embedded solutions for X-ray arm and
`Video Capture and overall system design and integration. Developed embedded solutions for X-ray arm and
`table movement for collision avoidance.
`table movement for collision avoidance.
`
`Chief Technical Officer, IMACOM, Inc. Rockville MD October 1999 – January 2001.
`Chief Technical Officer, IMACOM, Inc. Rockville MD October 1999 — January 2001.
`In charge of all technical work including hardware and software research, design and implementation for X-Ray
`In charge of all technical work including hardware and software research, design and implementation for X-Ray
`medical imaging application. In this position, developed software and hardware solutions, debug software and
`medical imaging application. In this position, developed software and hardware solutions, debug software and
`hardware problems in the system and formulated company strategy for attainable product bases. In this position,
`hardware problems in the system and formulated company strategy for attainable product bases. In this position,
`as hardware designer, used Field Programmable Logic Array to develop a video pipeline processing, real-time
`as hardware designer, used Field Programmable Logic Array to develop a video pipeline processing, real-time
`storage of live video to computer hard disks, develop analog filter and signal exchange banks for analog
`storage of live video to computer hard disks, develop analog filter and signal exchange banks for analog
`signals, designing and integrating custom graphics video cards and control systems. Also in this position, as
`signals, designing and integrating custom graphics video cards and control systems. Also in this position, as
`software engineer, designed threading software for real-time storage, improved image processing
`software engineer, designed threading software for real-time storage, improved image processing
`capabilities and compression, created custom software, and planned, designed and implemented new customer
`capabilities and compression, created custom software, and planned, designed and implemented new customer
`solutions. In this capacity, managed a group of hardware and software engineers, planned and estimated project
`solutions. In this capacity, managed a group of hardware and software engineers, planned and estimated project
`life-cycles, and was involved with new technology research and development such as high resolution
`life-cycles, and was involved with new technology research and development such as high resolution
`ultrasound imaging, large format X-Ray imaging and Video Surveillance.
`ultrasound imaging, large format X-Ray imaging and Video Surveillance.
`
`Electronics Engineer (Research Scientist), National Institute of Standard and Technology,
`Electronics Engineer (Research Scientist), National Institute of Standard and Technology,
`Gaithersburg, MD (NIST), April 1997 – November 1999.
`Gaithersburg, MD (NIST), April 1997 — November 1999.
`Member of the Multimedia and Digital Video Group, Advanced Technology Division and Information
`Member of the Multimedia and Digital Video Group, Advanced Technology Division and Information
`Technology Laboratory. Worked on various projects including document image processing, an extension of
`Technology Laboratory. Worked on various projects including document image processing, an extension of
`Ph.D. research, Large image-browsing, multimedia compression and communication, m