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JeongBeom Seo

JeongBeom Seo

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location of JeongBeom SeoSeoul Incheon Metropolitan Area

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  • Timeline

  • About me

    A software programmer with about 30 years experience in the defense, disaster and science area. I am very interested in machine learning on device now.

  • Education

    • Korea University

      2012 - 2014
      Master's Degree Digital Info & Media Eng, The Graduate School of Computer and Information Technology 4.21/4.5

      Master's thesis titled “Feature Extraction Method on Infrasonic Signals to Detect Volcanic Eruption”, May, 2014."To ensure the safety of airlines around the Korean Peninsula, volcanic eruption monitoring on Baekdu Mountain and Kuril Islands is required. Infrasound network can be used to detect volcanic eruptions. For this purpose, the experiment was carried out to find appropriate feature extraction methods on infrasonic signals to detect volcanic eruptions using the data of IMS Infrasound… Show more Master's thesis titled “Feature Extraction Method on Infrasonic Signals to Detect Volcanic Eruption”, May, 2014."To ensure the safety of airlines around the Korean Peninsula, volcanic eruption monitoring on Baekdu Mountain and Kuril Islands is required. Infrasound network can be used to detect volcanic eruptions. For this purpose, the experiment was carried out to find appropriate feature extraction methods on infrasonic signals to detect volcanic eruptions using the data of IMS Infrasound Network. MFCC features with BayesNet classifier showed the best performance : CCR 88.69%, Volcanic Precision Rate 98.04%." Show less

    • Korea Military Academy

      1989 - 1993
      Bachelor's Degree Physics

      Activities and Societies: • Equestrian Circle (A participating athlete in General Lee-Young-Mun cup national equestrian events, 1992). • Broadcasting Circle. • Matriculated at KMA as the second best in entrance examination.

  • Experience

    • Republic of Korea Army

      Mar 1993 - Feb 1998

      • Wargame project officer at the 3rd Infantry Division. - Constructed Corp Battle Simulation model database. - Modified battalion war-game system into division war-game system. - Designed & participated in division war-game intelligence model. - Developed automatic intelligence fusion - C++ / DOS, Novel Netware.• Infantry company commander at the 18th Regiment - 3rd Infantry Division. - The 5th rifle company of 127 troops at FEBA. • Platoon leader at the 18th Regiment - 3rd Infantry Division (DMZ frontline against North Korea).• Division commander adjutant at the 3rd Infantry Division.• Developed small area tactical terrain analysis software. - C++ / DOS, Linux.• Developed scanned map image digitizer software. - C++ / DOS.

      • Captain

        Mar 1996 - Feb 1998

      • Lieutenant

        Mar 1993 - Feb 1996

    • DEFENCE KOREA

      Jan 1998 - Jan 2006
      Web & Windows Application Developer / Founder

      • Developed and Operated Major Military Web Community Portal. - DEFENCE KOREA was in the top 200 websites in Korea. - Social community on military and defense topics. - Social network database to find and link comrade. - Online magazine. - Open dictionary & knowledge directory. - Php, Perl, MySQL, PostgreSQL / Linux.• Developed Terrain analysis and simulation - C++, OpenGL, MFC / Win32.• Developed and researched sound location sensor array and software for Republic of Korea Army - C++, MFC, DAQ board / Win32.• Developed Near-realtime traffic condition 3d rendering and broadcasting system for Ministry of Construction & Transportation - C++, OpenGL, MFC, Digimix board / Win32.• Developed DXD to DEM converter for research institutes - C++, MFC / Win32.• Developed DXF 3d converter for civil engineering design - C++, MFC / Win32.• Developed contents gathering and mailing web service for Korea military academy alumni association - PHP, MySQL / Linux Show less

    • Republic of Korea Army

      Dec 2003 - Dec 2005
      (Reserve Forces) Major

      (Reserve Forces) Captain 1998-2003

    • Samsung-Tesco CO., LTD

      Jan 2006 - Jan 2007
      Part Manager of Property PR Team

      • Public relation management for store construction. - management relation with press, public official, citizen organization.• Planning symphony orchestra concert for citizen.

    • DOSA co. Ltd

      Feb 2008 - Jul 2014
      Director of Institute of Advanced Development

      • Managed the joint operations continuation simulation model development project for DAPA(Defense Acquisition Program Administration) - Presentation, negotiation, contract step• Developed Seismic and Infrasound Analysis System : - Researched and designed system & software on infrasound & seismic automatic/interactive analysis - server-client structure, CD1.1 protocol, CSS 3.0 structure, detection, site & network association algorithm, location, system security structure. - Researched and developed meso-scale acoustic raytracing and atmospheric data processing(UM Model, grib2 format) for infrasound propagation - C#, DevExpress / .NET. - Researched and developed pattern extraction and classification using MFCC, MSVQ, LBG- C#, DevExpress / .NET. - Developed 3D display based on NASA world wind - C# / .NET. - Developed Portable Waveform/Spectrum/spectrogram viewer for CD1.1 dataframe file - C# / .NET.• Designed system & software of Korea Air and Missile Defense - C4I interoperation.• Designed system & software of Seoul metropolitan city aerial photograph web service system.• Developed Traffic record data management system's GooleMap Interface for Expressway and Transportation Research Institute - Javascript, Google API, Oracle spatial extension.• Analyzed system requirements and interoperability request on Allied Korean Joint Command and Control System (AKJCCS).• Managed project of 3D globe client of cyber attack prediction system for National Security Research Institute• Participated in Republic of Korea Marine war-game & C4I interoperation.• Managed project of military interoperability test center system for Agency for Defense Development.• Participated in Military Information Management System(MIMS) - Java, iBATIS. Show less

    • DEFENCE KOREA

      Aug 2014 - Nov 2014
      Developer / Founder

      • Participated in 'Infrasound commissioned observation and database construction for monitoring of man-made earthquake' for National Institute of Meteorological Research- Technology advisor- Developed data conversion tools and location calculator

    • KITValley Co., Ltd.

      Dec 2014 - now
      Director of AIlab

      • Development of QuakeBell Local EEW Business and Product- EEW to 1.5 seconds after P-wave arrival• Managed R&D project of Development of big data-based nuclear power plant site input earthquake evaluation technology for Ministry of Science and ICT- Design and Development of Smart Seismic Sensor for nuclear power plant and Local Earthquake Early Warning• Managed R&D project of Optimization of Earthquake Detection Algorithm for Onsite Warning for KMA(Korea Meteorological Administration)- Onsite warning system structure- Development of onsite warning decision module and web interface- Reduced Korean EEW time to 3 seconds after detection• Managed Earthquake Early Warning Step 2 Service Base Development (I~III) project for KMA- Research and development of earthquake early warning & intensity software- Reduced Korean EEW time to 7~25 seconds after detection• R&D project of Smart-eye technologies for local disaster monitoring and response based on UAV with hybrid sensors for Electronics and Telecommunications Research Institute / Ministry of Science, ICT and Future Planning- Managing development of disaster prediction and visualization part- Developed visualization - Javascript, Openlayers3, GeoServer• Managed National earthquake comprehensive information system(NECIS) - reinforcement project for KMA- Project Manager- Designed Seismic & Geophysical Time-series Sensing Data Warehouse based on MongoDB- Designed Seismic software development framework and training course for graduate students - NECIS API + Python + Obspy- Developed Earthquake Map - Javascript, Openlayers3, GeoServer• Managed National earthquake comprehensive information system(NECIS) – research/development/construction project for KMA- (Relief) Project Manager- Developed GIS services and QC - geoserver, PQLX / Linux- Participated in information strategy planning on big data of earthquake areas Show less

    • Seoul Digital University

      Aug 2019 - now
      Adjunct Professor

      • Artificial Intelligence Course• AIoT Practice Course

  • Licenses & Certifications

    • Information Technology Project Management Professional

      Korean Association of ICT Professional Engineers
      Jan 2012

    • Verification of software career - Special express engineer

      Korea Software Industry Association
      Apr 2010

    • Amateur radio operator license - 3rd level

      Korea Communications Agency (KCA)
      Aug 1989

  • Honors & Awards

    • Awarded to JeongBeom Seo
      Best Paper Award Earthquake Engineering Society of Korea Oct 2020 2020년 온라인 Workshop 및 학술발표회에서 논문 "딥러닝을 활용한 Onsite Warning 기술 개발" 발표
    • Awarded to JeongBeom Seo
      Promoted as a New Knowledge Person Korea Information Sosiety Development Institute Nov 1999 Promoted as a New Knowledge Person by Korea Information Society Development Institute
    • Awarded to JeongBeom Seo
      The best paper award in KMA conference Korea Military Academy Feb 1993 • Graduation thesis.• Topic : The small and fast elevation data structure for tactical terrain analysis (binary line tracing method).