Won-Yang Cho

Won-Yang Cho Email and Phone Number

AI for humans and pets @ Smart Sound
Won-Yang Cho's Location
Seoul, South Korea, Korea, Republic of
About Won-Yang Cho

I am an AI team leader in the healthcare industry with a passion for using cutting-edge technologies to improve patient outcomes. - SSL, RL, Domain-Generalizatin, Domain-Adaptation- PMP and PMI-ACP certified.S. Bae, J. Kim, W. Cho, H. Baek, S. Son, B. Lee, C. Ha, K. Tae, S. Kim, and S. Yun, "Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound Classification," in Proc. Interspeech 2023.J. Kim, S. Bae, W. Cho, B. Lee, and H. Jung, "Stethoscope-guided Supervised Contrastive Learning for Cross-domain Adaptation on Respiratory Sound Classification," in Proc. IEEE Int. Conf. Acoust., Speech Signal Process. (ICASSP), 2024.

Won-Yang Cho's Current Company Details
Smart Sound

Smart Sound

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AI for humans and pets
Website:
smartsound.co.il
Won-Yang Cho Work Experience Details
  • Smart Sound
    Head Of Artificial Intelligence
    Smart Sound Jan 2021 - Present
    As a leader of AI and software development teams, I have successfully designed and implemented several advanced AI models using self-supervised, semi-supervised and domain generalization learning techniques for disease classification based on chest auscultation sounds. I have also developed a novel algorithm that uses reinforcement learning to improve the accuracy of disease classification. I continuously train and update our AI models using a continuous learning approach to improve their… Show more As a leader of AI and software development teams, I have successfully designed and implemented several advanced AI models using self-supervised, semi-supervised and domain generalization learning techniques for disease classification based on chest auscultation sounds. I have also developed a novel algorithm that uses reinforcement learning to improve the accuracy of disease classification. I continuously train and update our AI models using a continuous learning approach to improve their performance over time. In addition to my work in AI, I have also led the design and implementation of an AI model using self-supervised learning techniques to remove noise from chest auscultation sounds. I am committed to leading cross-functional teams and delivering high quality, user-friendly solutions that meet the unique needs of each client. Show less
  • Hitron Systems
    Software Team Manager
    Hitron Systems Dec 2019 - Dec 2020
    I specialize in video surveillance and computer vision technologies, leveraging AI to develop intelligent systems that can be accessed via mobile apps, PCs, and OSX. My work involves designing and implementing advanced computer vision algorithms that can analyze video footage and extract meaningful insights. I am passionate about creating innovative solutions that can help businesses and individuals enhance their security and gain new insights into their operations
  • Focus H&S
    Software Team Manager
    Focus H&S Jun 2016 - Nov 2019
    Seoul
    I specialize in video surveillance and computer vision technologies, leveraging AI to develop intelligent systems that can be accessed via mobile apps, PCs, and OSX. My work involves designing and implementing advanced computer vision algorithms that can analyze video footage and extract meaningful insights. I am passionate about creating innovative solutions that can help businesses and individuals enhance their security and gain new insights into their operations
  • Nanostep
    Chief Executive Officer
    Nanostep Jan 2016 - Jun 2016
    I have extensive experience in developing video surveillance solutions for Mobile App, PC, and OSX platforms. My expertise lies in computer vision, which enable me to create intelligent video surveillance systems that can accurately detect and track objects of interest. My solutions leverage the latest advancements in computer vision algorithms and deep learning techniques, enabling real-time monitoring, alerting, and analysis. I am committed to delivering high-quality, user-friendly solutions… Show more I have extensive experience in developing video surveillance solutions for Mobile App, PC, and OSX platforms. My expertise lies in computer vision, which enable me to create intelligent video surveillance systems that can accurately detect and track objects of interest. My solutions leverage the latest advancements in computer vision algorithms and deep learning techniques, enabling real-time monitoring, alerting, and analysis. I am committed to delivering high-quality, user-friendly solutions that meet the unique needs of each client. Show less
  • Allpia
    Chief Technology Officer
    Allpia Jul 2013 - Dec 2015
    I am an experienced CTO with a strong background in video surveillance technologies for Mobile App, PC, and OSX platforms. I have a deep understanding of computer vision and have successfully developed and implemented numerous intelligent video surveillance systems. My solutions utilize cutting-edge computer vision algorithms and deep learning techniques to provide real-time monitoring, alerting, and analysis. As a CTO, I am committed to leading cross-functional teams and developing solutions… Show more I am an experienced CTO with a strong background in video surveillance technologies for Mobile App, PC, and OSX platforms. I have a deep understanding of computer vision and have successfully developed and implemented numerous intelligent video surveillance systems. My solutions utilize cutting-edge computer vision algorithms and deep learning techniques to provide real-time monitoring, alerting, and analysis. As a CTO, I am committed to leading cross-functional teams and developing solutions that meet the unique needs of each client. Show less
  • Pravis
    Chief Technology Officer
    Pravis May 2009 - Jun 2013
    I am an experienced CTO with a strong background in video surveillance technologies for Mobile App, PC, and OSX platforms. I have a deep understanding of computer vision and have successfully developed and implemented numerous intelligent video surveillance systems. My solutions utilize cutting-edge computer vision algorithms and deep learning techniques to provide real-time monitoring, alerting, and analysis. As a CTO, I am committed to leading cross-functional teams and developing solutions… Show more I am an experienced CTO with a strong background in video surveillance technologies for Mobile App, PC, and OSX platforms. I have a deep understanding of computer vision and have successfully developed and implemented numerous intelligent video surveillance systems. My solutions utilize cutting-edge computer vision algorithms and deep learning techniques to provide real-time monitoring, alerting, and analysis. As a CTO, I am committed to leading cross-functional teams and developing solutions that meet the unique needs of each client. Show less
  • Argus
    Senior Software Engineer
    Argus Apr 2008 - Apr 2009
    I have a proven track record of developing advanced video surveillance solutions, including a Central Monitoring System (CMS). My expertise in computer vision has enabled me to design and implement intelligent video surveillance systems that provide real-time monitoring, alerting, and analysis. My CMS solution offers a user-friendly interface that enables remote access and monitoring of multiple video streams simultaneously. I am passionate about delivering high-quality, scalable solutions… Show more I have a proven track record of developing advanced video surveillance solutions, including a Central Monitoring System (CMS). My expertise in computer vision has enabled me to design and implement intelligent video surveillance systems that provide real-time monitoring, alerting, and analysis. My CMS solution offers a user-friendly interface that enables remote access and monitoring of multiple video streams simultaneously. I am passionate about delivering high-quality, scalable solutions that meet the unique needs of each client. Show less
  • Ubirevo
    Senior Software Engineer
    Ubirevo Sep 2007 - Mar 2008
    I have experience in developing multimedia software, including a multimedia player designed specifically for an electronic advertising platform. My expertise in software development enabled me to design and implement a high-quality multimedia player that provided users with a seamless and engaging playback experience. I was responsible for all aspects of the development process, from architecture design to deployment, and was able to create a software solution that met the unique needs of the… Show more I have experience in developing multimedia software, including a multimedia player designed specifically for an electronic advertising platform. My expertise in software development enabled me to design and implement a high-quality multimedia player that provided users with a seamless and engaging playback experience. I was responsible for all aspects of the development process, from architecture design to deployment, and was able to create a software solution that met the unique needs of the client. I am passionate about developing innovative software solutions that push the boundaries of what is possible, and am committed to delivering high-quality, user-friendly solutions to my clients. Show less
  • Mmb
    Senior Software Engineer
    Mmb Jul 2006 - Jul 2007
    I have experience in developing multimedia software, including a multimedia player for Windows CE. My expertise in software development enabled me to design and implement a high-quality multimedia player that offered users an exceptional playback experience. I was responsible for all aspects of the development process, from architecture design to deployment, and was able to create a software solution that met the unique needs of the client. I am passionate about developing innovative software… Show more I have experience in developing multimedia software, including a multimedia player for Windows CE. My expertise in software development enabled me to design and implement a high-quality multimedia player that offered users an exceptional playback experience. I was responsible for all aspects of the development process, from architecture design to deployment, and was able to create a software solution that met the unique needs of the client. I am passionate about developing innovative software solutions that push the boundaries of what is possible, and am committed to delivering high-quality, user-friendly solutions to my clients. Show less
  • Uriel
    Senior Software Engineer
    Uriel May 2005 - Jun 2006
    I have a proven track record of developing advanced video surveillance solutions, including a Central Monitoring System (CMS). My expertise in computer vision has enabled me to design and implement intelligent video surveillance systems that provide real-time monitoring, alerting, and analysis. My CMS solution offers a user-friendly interface that enables remote access and monitoring of multiple video streams simultaneously. I am passionate about delivering high-quality, scalable solutions that… Show more I have a proven track record of developing advanced video surveillance solutions, including a Central Monitoring System (CMS). My expertise in computer vision has enabled me to design and implement intelligent video surveillance systems that provide real-time monitoring, alerting, and analysis. My CMS solution offers a user-friendly interface that enables remote access and monitoring of multiple video streams simultaneously. I am passionate about delivering high-quality, scalable solutions that meet the unique needs of each client. Show less
  • Sungjin C&C
    Senior Software Engineer
    Sungjin C&C Mar 2000 - Apr 2005
    I have a proven track record of developing advanced video surveillance solutions, including a Central Monitoring System (CMS). My expertise in computer vision has enabled me to design and implement intelligent video surveillance systems that provide real-time monitoring, alerting, and analysis. My CMS solution offers a user-friendly interface that enables remote access and monitoring of multiple video streams simultaneously. I am passionate about delivering high-quality, scalable solutions that… Show more I have a proven track record of developing advanced video surveillance solutions, including a Central Monitoring System (CMS). My expertise in computer vision has enabled me to design and implement intelligent video surveillance systems that provide real-time monitoring, alerting, and analysis. My CMS solution offers a user-friendly interface that enables remote access and monitoring of multiple video streams simultaneously. I am passionate about delivering high-quality, scalable solutions that meet the unique needs of each client. Show less
  • Daekyo Co Ltd
    Senior Software Engineer
    Daekyo Co Ltd Jan 1997 - Feb 2000
    I have extensive experience in educational software development, with a focus on creating user-friendly and engaging learning platforms. My expertise lies in developing applications that leverage the latest technologies to deliver high-quality, interactive learning experiences. I am experienced in all aspects of the software development life cycle, from ideation to deployment, and have a deep understanding of user-centered design principles. I have successfully developed and deployed numerous… Show more I have extensive experience in educational software development, with a focus on creating user-friendly and engaging learning platforms. My expertise lies in developing applications that leverage the latest technologies to deliver high-quality, interactive learning experiences. I am experienced in all aspects of the software development life cycle, from ideation to deployment, and have a deep understanding of user-centered design principles. I have successfully developed and deployed numerous educational software solutions that have been used by students and educators worldwide, and am passionate about using technology to improve the way we learn. Show less

Won-Yang Cho Education Details

Frequently Asked Questions about Won-Yang Cho

What company does Won-Yang Cho work for?

Won-Yang Cho works for Smart Sound

What is Won-Yang Cho's role at the current company?

Won-Yang Cho's current role is AI for humans and pets.

What schools did Won-Yang Cho attend?

Won-Yang Cho attended Sungkyunkwan University, Sungkyunkwan University.

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