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I have experience in speech and image recognition, as well as semantic analysis, with the ability to process both structured and unstructured data, such as credit card payment records, traffic flow from CCTV video footage and customer service inbound calls.
I am proficient in the entire service development lifecycle, including deployment across different environments and platforms, container management, resource monitoring, log tracking, and implementing backup/restore policies.
I am seeking a dynamic organization that offers opportunities for personal career growth, where I can contribute my skills and expertise in a challenging role.
#AWS #jetson #python #docker #bash #speech recognition #computer vision #SQL
Work Experience
2024.05 - present DevOps and python Engineer in BigObject inc.
Host 2 website as official page and data resource page. Maintain data-planet products on AWS and design system framework and monitoring, rollback mechanism. develop data-galaxy centralized server privides 4 APIs (SSO, KWS, geo data, ai assistant)
2022.08 - 2024.05 MLOps Engineer in ASUS (數位影像技術處)
Develop cross-platform Vehicle Flow Counting, Electronic Fence solution with SOTA object tracking and image recognition algorithm for AGV and AMR in factory scenario. Deploy application in different OS environments and POC with self-build Node-editor for Image MLOps called AISFlow.
2020.10 - 2022.04 ML Enginner in E.SUN Bank (Intelligent Finance Dept.)
Provide micro services of AI Customer Service to deal with inbound calls 8hrs/day. Supervised a 6-person team in the labeling of audio data, and improving the efficiency and accuracy of the process. Leading develop projects with NTU, NTHU, sinica.
2019.03 - 2020.05 ML Enginner in Cyberon Tech. (Speech recognition team)
Develops acoustic model language/command adaptive training procedure for Key Word Spotting product DSpotter. Implemental projects in Vietnamese, Chinese, English, Taiwanese scenario.
Publish
2024 Pantents (Asus)
- Electronic Device for Lightweight Procedures Construction
- Electronic Device for Component Customization
2021 IEEE/ACM Transaction: Speech Emotion Recognition Considering Nonverbal Vocalization in Affective Conversations
2019 IEEE ICASSP: Speech Emotion Recognition Using Deep Neural Network Considering Verbal and Nonverbal Speech Sounds
Education
2018 MS in Computer Science and Information Engineering, National Cheng Kung University, Taiwan
GPA: 3.81 / 4.3 Oral defense: 91
Thesis: Prosodic Phrase-Based Speech Emotion Recognition Using Deep Neural Network Considering Verbal and Non-verbal Speech Signals
2016 BS in Computer Science and Information Engineering, National Central University, Taiwan
GPA: 3.74 / 4.0
Project: Can sepsis contribute to a higher likelihood of stroke and death in atrial fibrillation patients? (NHIRD database)
I have experience in speech and image recognition, as well as semantic analysis, with the ability to process both structured and unstructured data, such as credit card payment records, traffic flow from CCTV video footage and customer service inbound calls.
I am proficient in the entire service development lifecycle, including deployment across different environments and platforms, container management, resource monitoring, log tracking, and implementing backup/restore policies.
I am seeking a dynamic organization that offers opportunities for personal career growth, where I can contribute my skills and expertise in a challenging role.
#AWS #jetson #python #docker #bash #speech recognition #computer vision #SQL
Work Experience
2024.05 - present DevOps and python Engineer in BigObject inc.
Host 2 website as official page and data resource page. Maintain data-planet products on AWS and design system framework and monitoring, rollback mechanism. develop data-galaxy centralized server privides 4 APIs (SSO, KWS, geo data, ai assistant)
2022.08 - 2024.05 MLOps Engineer in ASUS (數位影像技術處)
Develop cross-platform Vehicle Flow Counting, Electronic Fence solution with SOTA object tracking and image recognition algorithm for AGV and AMR in factory scenario. Deploy application in different OS environments and POC with self-build Node-editor for Image MLOps called AISFlow.
2020.10 - 2022.04 ML Enginner in E.SUN Bank (Intelligent Finance Dept.)
Provide micro services of AI Customer Service to deal with inbound calls 8hrs/day. Supervised a 6-person team in the labeling of audio data, and improving the efficiency and accuracy of the process. Leading develop projects with NTU, NTHU, sinica.
2019.03 - 2020.05 ML Enginner in Cyberon Tech. (Speech recognition team)
Develops acoustic model language/command adaptive training procedure for Key Word Spotting product DSpotter. Implemental projects in Vietnamese, Chinese, English, Taiwanese scenario.
Publish
2024 Pantents (Asus)
- Electronic Device for Lightweight Procedures Construction
- Electronic Device for Component Customization
2021 IEEE/ACM Transaction: Speech Emotion Recognition Considering Nonverbal Vocalization in Affective Conversations
2019 IEEE ICASSP: Speech Emotion Recognition Using Deep Neural Network Considering Verbal and Nonverbal Speech Sounds
Education
2018 MS in Computer Science and Information Engineering, National Cheng Kung University, Taiwan
GPA: 3.81 / 4.3 Oral defense: 91
Thesis: Prosodic Phrase-Based Speech Emotion Recognition Using Deep Neural Network Considering Verbal and Non-verbal Speech Signals
2016 BS in Computer Science and Information Engineering, National Central University, Taiwan
GPA: 3.74 / 4.0
Project: Can sepsis contribute to a higher likelihood of stroke and death in atrial fibrillation patients? (NHIRD database)