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國立政治大學
Machine Learning Engineer @現觀科技 Groundhog Technologies2020 ~ Présent
・
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Dans 1 mois
魏孝全 Siao 專業設計量化問題的統計量，有數據模擬、建模、驗證的經驗。 長期研究中文的自然語言處理，近期工作是處理 Real-time bidding 相關的問題。 Taipei, Taiwan 工作經歷 Machine Learning Engineer • 現觀科技 Groundhog Technologies - Real-time bidding strategy in digital advertising. - Ad selection, Budget Controller - CTR model inference time speed up 40% - CTR model training time speed up 600% - De-anonymization, Historical
Employé
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Ouvert à de nouvelles opportunités
Temps plein / Je ne suis pas intéressé par le travail à distance
4 à 6 ans
國立政治大學
・
統計學
人工智慧研發工程師 @睿訊有限公司2019 ~ Présent
・
Dans 1 an
Ko-Wei Chuang Machine Learning Engineer Taipei City, Taiwan I have over 10 years of working as an engineer and programmer. the summary of my working experience about below: I. 3 years iOS/Android App development II. 6 years for server/ backend /service design III. 10 years client-site development IV. 2 years Machine learning/Deep learning Work Experience Machine Learning Engineer • Revovision Ltd JulyPresent 1. use machine learning model to solve the internal requirements. 2. research deep learning and top pre-training models to help the company
Temps plein / Intéressé par le travail à distance
10 à 15 ans
國立政治大學
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Definition of Reputation Credits
Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
Communication
Ability to convey information effectively and is willing to give and receive feedback.
Time Management
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
Professional Background
Statut Actuel
Employé
Progrès de la Recherche d'Emploi
Professions
Software Engineer, Python Developer, Machine Learning Engineer
Fields of Employment
Big Data, Intelligence Artificielle / Machine Learning, Logiciel
Expérience Professionnelle
Moins de 1 an
Management
None
Compétences
Langues
Chinese
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Natif ou Bilingue
Job search preferences
Position Désirée
Software Engineer / Backend Engineer
Type d'emploi
Temps plein
Lieu Désiré
Taipei, Taiwan
Travail à distance
Intéressé par le travail à distance
Freelance
Oui, je suis indépendant à temps partiel
Éducation
École
國立台灣大學（National Taiwan University）
Spécialisation
網路與多媒體
Ssu Chiu
New Taipei City, Taiwan (+886) 958870320 [email protected]
Backgrounds
Education
National Chengchi University Sep. 2016 ~ Jul. 2020
- B.S. in Computer Science (GPA 4.19 / 4.3)
- Double Major in Digital content & Technologies
- TA experience: Programming 101 (2020 Spring), Computer Programming (2020 Spring)
National Taiwan University Sep. 2020 ~ Jul. 2022
- M.S. in Networking and Multimedia (GPA 4.11 / 4.3)
- TA experience: Applied Deep Learning (2022 Spring)
Skills
- Programming Languages: Python, Ruby, JavaScript, C/C++, Shell Script, Swift
- Web: jQuery, Node.js, Rails, Django, Nginx
- Tools: Sublime, Xcode, ITerm, Vim
- Other Skills: Azure, Pytorch, Linux, Processing
- Interests: NLP, Dialogue, Website
- Certification: AZ-900 Microsoft Azure
Experience
Intern
NCCU Computer Center
Jul. 2018 – Jun. 2019
- Develop and maintain National Chengchi University's application.
- Including weather (forecast, air quality), YouBike, bus, map, and food.
- Help to adopt Elasticsearch to improve the course search system.
Research Assistant
Chang Lab TW
Jan. 2020 – Jul. 2020
- The Critical Assessment of protein Function Annotation algorithms Challenge (CAFA 4).
- Predict the function of a protein from its sequence or structure.
- Developed a CNN model, KNN, similarity method.
HiSiri
Ministry of Science and Technology
Jul. 2019. – Feb. 2020
- Hi-c improve Sequence assembly In Reads Integration.
- Investigate the probability of integrating OLC, De Bruijn Graphs, and Hi-C information collected from GenBank.
- Undergraduate student research program, Ministry of Science and Technology (MOST).
Publication
SalesBot: Transitioning from Chit-Chat to Task-Oriented Dialogues
Ssu Chiu, Maolin Li, Yen-Ting Lin, Yun-Nung Chen
60th Annual Meeting of the Association for Computational Linguistics - ACL 2022
Miutsu: NTU’s TaskBot for the Alexa Prize
Yen-Ting Lin, Hui-Chi Kuo, Ze-Song Xu, Ssu Chiu, Chieh-Chi Hung, Yi-Cheng Chen, Chao-Wei Huang, Yun-Nung Chen
Software Projects
Alexa Prize Taskbot Challenge Mar. 2021 – May. 2022
- Skills: Python, AWS, NLU, Transformer, Docker
- College or university students build an Alexa skill using the Alexa Skills Kit APIs for use in the United States, which assists Alexa users in accomplishing tasks related to cooking and DIY. – click
- Up to ten teams worldwide will be selected and sponsored by Amazon.
Careerhack Feb. 2020 – Feb. 2020
- Anomaly Detection, Labeling with AI, Automated Optical Inspection (AOI).
- Binarize images and build a VGG16, ResNet50 model to detect defective cloth.
- TSMC X Microsoft.
Trending Accounting Feb. 2019 – Jun. 2019
Accounting Jan. 2019 – Jul. 2019
- Develop an iPad application on Xcode with Swift and SQLite as the database. – click
- It's an application to deal with accounting management and generate vegetable delivery orders.
I'mpression Stamp Sep. 2018 – Jun. 2019
- Backend: Node.js, Pixi.js, JSFeat. – click
- Build a device with NodeMCU to transport button data to the website deploying on Azure VM.
- GoDaddy (impression-stamp.com).
Bus Tracker Jul. 2018 – Sep. 2018
- Backend: ASP.net. – click
- Process the data fetched from Public Transport Data eXchange (PTX).
- Apply jQuery Ajax to the real-time bus information.
Ssu Chiu
New Taipei City, Taiwan (+886) 958870320 [email protected]
Backgrounds
Education
National Chengchi University Sep. 2016 ~ Jul. 2020
- B.S. in Computer Science (GPA 4.19 / 4.3)
- Double Major in Digital content & Technologies
- TA experience: Programming 101 (2020 Spring), Computer Programming (2020 Spring)
National Taiwan University Sep. 2020 ~ Jul. 2022
- M.S. in Networking and Multimedia (GPA 4.11 / 4.3)
- TA experience: Applied Deep Learning (2022 Spring)
Skills
- Programming Languages: Python, Ruby, JavaScript, C/C++, Shell Script, Swift
- Web: jQuery, Node.js, Rails, Django, Nginx
- Tools: Sublime, Xcode, ITerm, Vim
- Other Skills: Azure, Pytorch, Linux, Processing
- Interests: NLP, Dialogue, Website
- Certification: AZ-900 Microsoft Azure
Experience
Intern
NCCU Computer Center
Jul. 2018 – Jun. 2019
- Develop and maintain National Chengchi University's application.
- Including weather (forecast, air quality), YouBike, bus, map, and food.
- Help to adopt Elasticsearch to improve the course search system.
Research Assistant
Chang Lab TW
Jan. 2020 – Jul. 2020
- The Critical Assessment of protein Function Annotation algorithms Challenge (CAFA 4).
- Predict the function of a protein from its sequence or structure.
- Developed a CNN model, KNN, similarity method.
HiSiri
Ministry of Science and Technology
Jul. 2019. – Feb. 2020
- Hi-c improve Sequence assembly In Reads Integration.
- Investigate the probability of integrating OLC, De Bruijn Graphs, and Hi-C information collected from GenBank.
- Undergraduate student research program, Ministry of Science and Technology (MOST).
Publication
SalesBot: Transitioning from Chit-Chat to Task-Oriented Dialogues
Ssu Chiu, Maolin Li, Yen-Ting Lin, Yun-Nung Chen
60th Annual Meeting of the Association for Computational Linguistics - ACL 2022
Miutsu: NTU’s TaskBot for the Alexa Prize
Yen-Ting Lin, Hui-Chi Kuo, Ze-Song Xu, Ssu Chiu, Chieh-Chi Hung, Yi-Cheng Chen, Chao-Wei Huang, Yun-Nung Chen
Software Projects
Alexa Prize Taskbot Challenge Mar. 2021 – May. 2022
- Skills: Python, AWS, NLU, Transformer, Docker
- College or university students build an Alexa skill using the Alexa Skills Kit APIs for use in the United States, which assists Alexa users in accomplishing tasks related to cooking and DIY. – click
- Up to ten teams worldwide will be selected and sponsored by Amazon.
Careerhack Feb. 2020 – Feb. 2020
- Anomaly Detection, Labeling with AI, Automated Optical Inspection (AOI).
- Binarize images and build a VGG16, ResNet50 model to detect defective cloth.
- TSMC X Microsoft.
Trending Accounting Feb. 2019 – Jun. 2019
Accounting Jan. 2019 – Jul. 2019
- Develop an iPad application on Xcode with Swift and SQLite as the database. – click
- It's an application to deal with accounting management and generate vegetable delivery orders.
I'mpression Stamp Sep. 2018 – Jun. 2019
- Backend: Node.js, Pixi.js, JSFeat. – click
- Build a device with NodeMCU to transport button data to the website deploying on Azure VM.
- GoDaddy (impression-stamp.com).
Bus Tracker Jul. 2018 – Sep. 2018
- Backend: ASP.net. – click
- Process the data fetched from Public Transport Data eXchange (PTX).
- Apply jQuery Ajax to the real-time bus information.