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4-6 years
6-10 years
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More than 15 years
Data Engineer @TSMC 台積電2022 ~ Present
・
資料分析師、演算法工程師、軟體工程師、軟體專案管理
Within one month
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立中央大學 National Central University
・
網路學習科技研究所
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
Within one month
practical applications. Skills Languages: Python, R, SQL, MATLAB, C, C#, JavaScript, Node.js Software & Tools: PyTorch, PyTorch Lightning, Tensorflow, Scikit-Learn, NLTK , GCP, Linux, SQL / NoSQ , Pandas, Hugging Face, Gradio, LangChain, Tensorflow, Keras, FastAPI, OpenCV, Airflow, Git, Docker, Jenkins, Line Bot , Azure Bot Service, Tableau ML & NLP Techniques: LMOps, RAG, Fine-tune LLMs, Text Generation, Multi-Document Summarization, Recommendation System, Text Classification, Named Entity Recognition, CoT Research and Work Experience Research Assistant OctPresent Institute of Information Science, Academia Sinica, Taiwan Natural Language and Knowledge Processing Lab (NLP Lab) National Taiwan University Hospital (NTUH): Focused on exploring
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立政治大學（National Chengchi University）
・
資訊科學系
Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.2021 ~ Present
・
Software Engineer
Within one month
Patrick Hsu AI Research & Development As a seasoned AI engineer with six years of experience, I specialize in computer vision, 3D body model reconstruction, generative AI, and possessing some knowledge in natural language processing (NLP). | New Taipei City, [email protected] Work Experience (6 years) Algorithm Research & Design• TG3D Studio MayPresent A skilled engineer specialized in computer vision and generative AI with experience in developing and training AI models for digital fashion applications. Body AI: Virtual Try On Integrated cutting-edge technologies such as Stable Diffusion, ControlNet, and Prompt Engineering to create a sophisticated system for
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立台灣大學
・
生物產業機電工程所
Past
Service Provider @Taron Solutions Limited2023 ~ 2023
・
AI工程師、機器學習工程師、電腦視覺工程師、資料科學家、Machine Learning Engineer、Computer Vision Engineer、Data Scientist
Within one month
抓取金融新聞，將繁體文章標題與內文透過語言轉換工具(opencc)轉為簡體，最終使用情感分析工具(snownlp)進行股市漲跌分析。 技術：NLP、Beautifulsoup、 opencc 、 snownlp 、 Matplotlib 台灣景氣指標預測模型 side project 使用深度學習框架(Pytorch)自行搭建預測模型，以各式台灣景氣指標當作輸入，輸出未
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立臺北科技大學
・
資訊工程
Past
後端工程師 @Canner （易開科技）2023 ~ 2024
・
Senior Backend Engineer
Within one month
產品數據中台，專注於新功能開發、問題排查，並致力於優化團隊的開發流程。參與公司開源專案 accio 的 DSL parser 開發，負責開發 ChatGPT 自然語言獲取數據的 Plugin。 #Node.js #Typescript #Data Modeling #GraphQL 後端工程師 愛酷智能科技 AccuHit AI technology company 九月三月 2023 Taipei, Taiwan 主導團隊升級 PHP
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
東海大學 Tunghai University
・
資訊工程
AI Engineer @Playsee2022 ~ Present
・
資料分析師、資料科學家、產品經理
Within one month
李昀庭 Data scientist Taiwan 技能 Machine learning and Engineering skills: Python, Big Query, Google Storage, Linux, Docker, GCP, AWS, Scikit-learn, Tensorflow, Pytorch, MLOps, FastAPI, Machine Learning, Deep Learning, Computer Vision, NLP Experimental design, Project management, Product design English - TOEIC 725 工作經歷 AI工程師 Playsee NovPresent Taipei, Taiwan 自動化標註推薦系統 設計並實踐架構取代25個標註者並及時標記和篩選視頻審核內容。 設計並優化影片
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Cheng Kung University
・
心理所（認知科學所）
全端工程師 @中冠資訊股份有限公司2021 ~ Present
・
網站後端工程師
Within one month
換成文字 清華大學 National Tsing Hua University, 深度學習工程師 deep-learning-engineer, Oct 2017 ~ Sep 2018 實驗室要導入時間序列相關深度學習之先導研究，題目為自然語言處理，利用tensorflow搭建NLP語言模型 (1) 文本分類：利用RNN與CNN進行文本分類。 (2) Word to vector：文字向量轉化 (3) 文本摘要總結：利
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
清華大學 National Tsing Hua University
・
核子工程 nuclear engineering系統應用開發課 Senior Engineer @久元電子股份有限公司 Youngtek Electronics Co.2019 ~ Present
・
資深前端工程師
Within one month
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
中原大學
・
資訊管理學系
Data science lecturer @Ittraining2020 ~ Present
・
Data Scientist 資料科學家_數據分析師
Within one month
HUEY-LONG CHEN 陳惠龍 Kaggle Competitions Expert: https://www.kaggle.com/alanchen1115 Competitions: NLP (自然語言處理): - Silver medal (solo): (Kaggle) The Learning Agency Lab - PII Data Detection: Develop automated techniques to detect and remove PII from educational data. 2024/04/24 - Silver medal (solo): (Kaggle) U.S. Patent Phrase to Phrase Matching: Help Identify Similar Phrases in U.S. Patents, 2022/06/21 Recommendation system (推薦系統): - Silver medal (solo): (Kaggle) OTTO – Multi-Objective Recommender System: Build a
Employed
・
Open to opportunities
Part-time / Interested in working remotely
More than 15 years
Purdue University
・
School of civil engineering (Stochastic & statistical hydrology)商業分析師 @凱基商業銀行股份有限公司2021 ~ Present
・
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立政治大學（National Chengchi University）
・
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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.
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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
Current status
Employed
Job Search Progress
Professions
Software Engineer, Python Developer, Machine Learning Engineer
Fields of Employment
Big Data, Artificial Intelligence / Machine Learning, Software
Work experience
Less than 1 year
Management
None
Skills
Languages
Chinese
・
Native or Bilingual
Job search preferences
Positions
Software Engineer / Backend Engineer
Job types
Full-time
Locations
Taipei, Taiwan
Remote
Interested in working remotely
Freelance
Yes, I freelance in my spare time
Educations
School
國立台灣大學（National Taiwan University）
Major
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.