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Data Engineer @TSMC 台積電
2022 ~ 现在
資料分析師、演算法工程師、軟體工程師、軟體專案管理
一個月內
Backend Development
NLP
Python
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正在积极求职中
全职 / 对远端工作有兴趣
4 到 6 年
國立中央大學 National Central University
網路學習科技研究所
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曾任
Career transition @Career Break
2024 ~ 2024
NLP Engineer / Data Scientist / Machine Learning Engineer
一個月內
Python
SQL
NLP
待业中
正在积极求职中
全职 / 对远端工作有兴趣
4 到 6 年
National Chengchi University
資訊科學系
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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
一個月內
Python
R
Natural Language Processing (NLP)
就职中
正在积极求职中
全职 / 对远端工作有兴趣
4 到 6 年
國立政治大學(National Chengchi University)
資訊科學系
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Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.
2021 ~ 现在
Software Engineer
一個月內
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
Python
AI & Machine Learning
Image Processing
就职中
正在积极求职中
全职 / 对远端工作有兴趣
4 到 6 年
國立台灣大學
生物產業機電工程所
Avatar of 藍元澔(Owen Lan).
Avatar of 藍元澔(Owen Lan).
Ap Microeconomics teacher @VIS@betterworld Lab Experimental High School
2021 ~ 现在
consultant
一個月內
店品牌的忠誠度分析 社會創新專案 看見別人的苦,對號入座,感同身受,出手去解決! 憂鬱症專案實作,希望以自然語言處理(NLP)的技術寫出費用極低的行動治療APP,幫助不願意治療也付不出昂貴治療費用的患者 行的安全-身障者專案實作,意圖改
R language
SPSS
Word
就职中
正在积极求职中
全职 / 对远端工作有兴趣
4 到 6 年
國立臺灣師範大學
全球策略與經營
Avatar of 李慕全(MuChuan Li).
Avatar of 李慕全(MuChuan Li).
曾任
Service Provider @Taron Solutions Limited
2023 ~ 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
一個月內
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
Machine Learning
Computer Vision
Pytorch/Tensorflow
待业中
正在积极求职中
全职 / 对远端工作有兴趣
4 到 6 年
國立臺北科技大學
資訊工程
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曾任
後端工程師 @Canner (易開科技)
2023 ~ 2024
Senior Backend Engineer
一個月內
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
Node.js / Express.js
Git-flow
Golang
待业中
正在积极求职中
全职 / 对远端工作有兴趣
4 到 6 年
東海大學 Tunghai University
資訊工程
Avatar of 李昀庭.
Avatar of 李昀庭.
AI Engineer @Playsee
2022 ~ 现在
資料分析師、資料科學家、產品經理
一個月內
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
Python
Project Management
Strategic Thinking
就职中
正在积极求职中
全职 / 对远端工作有兴趣
4 到 6 年
National Cheng Kung University
心理所(認知科學所)
Avatar of 喬康豪.
Avatar of 喬康豪.
全端工程師 @中冠資訊股份有限公司
2021 ~ 现在
網站後端工程師
一個月內
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
Vue.js
Node.js / Express.js
k8s
就职中
正在积极求职中
全职 / 对远端工作有兴趣
6 到 10 年
清華大學 National Tsing Hua University
核子工程 nuclear engineering
Avatar of Yves Hsu.
Avatar of Yves Hsu.
系統應用開發課 Senior Engineer @久元電子股份有限公司 Youngtek Electronics Co.
2019 ~ 现在
資深前端工程師
一個月內
. Developed a Chinese characters full-text search database with customized full-text search database and index creation based on the inverted index, resulting in higher efficiency of exact search of Chinese characters than the current database software (SQL Like). Implemented the search algorithm, indexing, and sorting functions using NLP techniques such as HMM, SVM, TF-IDF, and inverted index. Designed and implemented non-dictionary-based, word segmentation, word vector, and article categorization by SVM to improve the accuracy of search results. Optimized the search engine's performance, reducing the search time by 90% and improving the
Web Developer
SQL Server
Oracle Database
就职中
正在积极求职中
全职 / 对远端工作有兴趣
6 到 10 年
中原大學
資訊管理學系

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超過一年
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NPOChannel
2020 ~ 2021
专业背景
目前状态
就学中
求职阶段
专业
机器学习工程师
产业
工作年资
小於 1 年
管理经历
技能
Python
Machine Learning
PyTorch
tensorflow
NLP
Java
Transformers
HuggingFace 🤗
BERT
语言能力
English
进阶
Korean
初阶
求职偏好
希望获得的职位
Software Engineer / Backend Engineer
预期工作模式
全职
期望的工作地点
Taipei, Taiwan, Taoyuán, Taiwan
远端工作意愿
对远端工作有兴趣
接案服务
学历
学校
National ChengChi University (NCCU)
主修科系
Management Information Systems
列印

薛卉吟 Renaissa Xue

NCCU | MIS | Taipei, Taiwan

An IT freshman who has moved from the field of design to the field of technology. Having clear logic, and willing to try new things, learn new knowledge, enjoy implementation and teamwork.

  0978-492-245    [email protected]

Education

2019 - 2021

National ChengChi University (NCCU)

Management Information Systems

2014 - 2019

National Chiayi University

E-learning Design and Management (major)

Management Information Systems (minor)

Skills

Programming language


  • Python (the most familiar)
  • C++、C#、Java、HTML

Machine Learning


  • Pytorch
  • Tensorflow

NLP


  • Chinese NLP tools : Jieba、CKIP Tagger
  • Transformer : HuggingFace、BERT

Languages

English - TOEIC 820

Korean - TOPIK I Level 2


Activities and competition experience 

2021 "T大使" program

2020 AI CUP Competition on Medical Dialogue Decision : Deidentity Task - performance in the top 25%

2018 Exchange experience - Siauliai University of Lithuania

2017 Yahoo E-Commerce Ideal Competition - the high distinction award for product creativity and design

2017 TEDxNCYU - minister of art and design 

2017 NCYU Graduate Student Association - editor

2017 2nd DEDM X MIS Graduation Exhibition in NCYU - director of digital marketing 

2017 Microsoft Coding Angels Azure Machine Learning Bootcamp

2017 MOOCs course "不只是簡報" - teaching assistant


Projects

Master's thesis

Text Segmentation and Name Entity Recognition for Memorials from the Qing Dynasty with Transformer-based Multitask Learning

For classical Chinese, there are few useful natural language processing (NLP) tools, and the performance of AI models after learning training data from different dynasties is not the same. In addition, there is no suitable NLP tool to analyze the memorials of the Qing dynasty. In order to solve the challenge of analyzing the memorials of Qing memorials, this research explores the Transformer-based single-task learning (STL) and multi-task learning (MTL) model for sentence segmentation, word segmentation, and NER+POS of Qing Dynasty documents.

MOST subsidies for undergraduate research projects

The effect of e-book loading time and whether loading progress information is displayed on learners' learning motivation, learning mood, learning effectiveness, and concentration 

The subjects of this study are 18-22 college students, and four e-books with different loading modes are used. The emWave system is used to detect the emotions of the subjects in the learning process, and the Brainwave detection system is used to detect the concentration and relaxation of the tests. These data used to explore the impact of different loading modes on the learners' learning motivation, learning emotions, learning effectiveness, concentration and relaxation.                                                                                                   

Graduation project

Walter Lab

"WALTER LAB" is an application that combines drinking and walking. It uses the game mechanism of pet raising, so that players need to use the amount of drinking and walking to purchase the supplies needed by pets. Through pet evolution, players can obtain achievements. Sense and fun, and develop healthy living habits for a long time.                                                                                                                                                       

About me

HI, I'm Renaissa, a candidate who is a graduate student in MIS from NCCU. I graduated with major in DEDM (Department of E-learning Design and Management) and minor in MIS at NCYU. I'm a quick learner, and a person who likes to get in touch with new things.

My personality is easy-going and attentive, and I often spare no effort when the team needs it. When the discussion gets stuck, I will propose some ideas to break the deadlock. Because I think through the discussion and judgment of ideas, our team can quickly get better ideas. Furthermore, after the end of the internship in 2017, I also maintained good interaction with the intern company. And went back to cooperate on projects for more than a year from 2020, which is a recognition of my collaboration ability and work attitude.

School life

Due to the yearning for the information field, I minored in the Department of Information Management in university and participated in many related studies, such as Python data science and machine learning practical training courses, Taiwan Microsoft Coding Angels camp, etc., to improve my professional skills. In my senior year, I and my team members decided to choose to develop APP instead of designing digital textbooks as the graduation topic. In the process, I learned Android Studio and Java by myself, and our APP was honored to be ranked second among vendors in the school exhibition. And after the half-year exchange career ended, I was successfully admitted to MIS of NCCU.

During my master's degree, my research field is NLP, and I implemented many different machine learning models. In my second year of master's degree, I participated in "2020 AI Cup Competition on Medical Dialogue Decision : Deidentity Task" with my classmates, and reached the performance in the top 25%. In addition to the improvement of professional skills during the two years of the institute, my ability to find information, filter effective information and apply information has also been improved.

Extra-curriculum activity

In the process of studying, I also actively participated in various extracurricular activities. I used to be the deputy editor of NCCU Graduate Student Association, the assistant of the rural camp team, the host  and dance teaching of the DEDM Christmas party, etc. And I  also co-organized the first TED Talk in NCYU "Eclosion" with partners from various departments. This experience also enabled me to complete work manuals, plan staffing arrangements, and control stage when my intern company held the city forum "挺好Talk" (Ting-hao talk) later.

Work experience

Assistant  •  NPOChannel

Jan 2020 - April 2021

- Manage NPOChannel e-commerce platform and fan page
- Test the new platform of NPOChannel and write the new platform operation manual
- Assist in the release of information and statistics of the 2020 挺好campus business competition
- Assist in matters related to 挺好Talk City Forum
- Commodity photography, copywriting, various promotional City Forumgraphic design
- Charity donation data collation and statistics
- Install NAS

Lecturer of Children's Programming   •  猿創力程式設計學校_壞主意有限公司

July 2019 - Aug. 2019

Intern  •  NPOChannel

July 2017 - Aug. 2017

Assist the company's new brand "1forone" product packaging design, product photography, product copywriting, web page presentation, and DM design.





简历
个人档案

薛卉吟 Renaissa Xue

NCCU | MIS | Taipei, Taiwan

An IT freshman who has moved from the field of design to the field of technology. Having clear logic, and willing to try new things, learn new knowledge, enjoy implementation and teamwork.

  0978-492-245    [email protected]

Education

2019 - 2021

National ChengChi University (NCCU)

Management Information Systems

2014 - 2019

National Chiayi University

E-learning Design and Management (major)

Management Information Systems (minor)

Skills

Programming language


  • Python (the most familiar)
  • C++、C#、Java、HTML

Machine Learning


  • Pytorch
  • Tensorflow

NLP


  • Chinese NLP tools : Jieba、CKIP Tagger
  • Transformer : HuggingFace、BERT

Languages

English - TOEIC 820

Korean - TOPIK I Level 2


Activities and competition experience 

2021 "T大使" program

2020 AI CUP Competition on Medical Dialogue Decision : Deidentity Task - performance in the top 25%

2018 Exchange experience - Siauliai University of Lithuania

2017 Yahoo E-Commerce Ideal Competition - the high distinction award for product creativity and design

2017 TEDxNCYU - minister of art and design 

2017 NCYU Graduate Student Association - editor

2017 2nd DEDM X MIS Graduation Exhibition in NCYU - director of digital marketing 

2017 Microsoft Coding Angels Azure Machine Learning Bootcamp

2017 MOOCs course "不只是簡報" - teaching assistant


Projects

Master's thesis

Text Segmentation and Name Entity Recognition for Memorials from the Qing Dynasty with Transformer-based Multitask Learning

For classical Chinese, there are few useful natural language processing (NLP) tools, and the performance of AI models after learning training data from different dynasties is not the same. In addition, there is no suitable NLP tool to analyze the memorials of the Qing dynasty. In order to solve the challenge of analyzing the memorials of Qing memorials, this research explores the Transformer-based single-task learning (STL) and multi-task learning (MTL) model for sentence segmentation, word segmentation, and NER+POS of Qing Dynasty documents.

MOST subsidies for undergraduate research projects

The effect of e-book loading time and whether loading progress information is displayed on learners' learning motivation, learning mood, learning effectiveness, and concentration 

The subjects of this study are 18-22 college students, and four e-books with different loading modes are used. The emWave system is used to detect the emotions of the subjects in the learning process, and the Brainwave detection system is used to detect the concentration and relaxation of the tests. These data used to explore the impact of different loading modes on the learners' learning motivation, learning emotions, learning effectiveness, concentration and relaxation.                                                                                                   

Graduation project

Walter Lab

"WALTER LAB" is an application that combines drinking and walking. It uses the game mechanism of pet raising, so that players need to use the amount of drinking and walking to purchase the supplies needed by pets. Through pet evolution, players can obtain achievements. Sense and fun, and develop healthy living habits for a long time.                                                                                                                                                       

About me

HI, I'm Renaissa, a candidate who is a graduate student in MIS from NCCU. I graduated with major in DEDM (Department of E-learning Design and Management) and minor in MIS at NCYU. I'm a quick learner, and a person who likes to get in touch with new things.

My personality is easy-going and attentive, and I often spare no effort when the team needs it. When the discussion gets stuck, I will propose some ideas to break the deadlock. Because I think through the discussion and judgment of ideas, our team can quickly get better ideas. Furthermore, after the end of the internship in 2017, I also maintained good interaction with the intern company. And went back to cooperate on projects for more than a year from 2020, which is a recognition of my collaboration ability and work attitude.

School life

Due to the yearning for the information field, I minored in the Department of Information Management in university and participated in many related studies, such as Python data science and machine learning practical training courses, Taiwan Microsoft Coding Angels camp, etc., to improve my professional skills. In my senior year, I and my team members decided to choose to develop APP instead of designing digital textbooks as the graduation topic. In the process, I learned Android Studio and Java by myself, and our APP was honored to be ranked second among vendors in the school exhibition. And after the half-year exchange career ended, I was successfully admitted to MIS of NCCU.

During my master's degree, my research field is NLP, and I implemented many different machine learning models. In my second year of master's degree, I participated in "2020 AI Cup Competition on Medical Dialogue Decision : Deidentity Task" with my classmates, and reached the performance in the top 25%. In addition to the improvement of professional skills during the two years of the institute, my ability to find information, filter effective information and apply information has also been improved.

Extra-curriculum activity

In the process of studying, I also actively participated in various extracurricular activities. I used to be the deputy editor of NCCU Graduate Student Association, the assistant of the rural camp team, the host  and dance teaching of the DEDM Christmas party, etc. And I  also co-organized the first TED Talk in NCYU "Eclosion" with partners from various departments. This experience also enabled me to complete work manuals, plan staffing arrangements, and control stage when my intern company held the city forum "挺好Talk" (Ting-hao talk) later.

Work experience

Assistant  •  NPOChannel

Jan 2020 - April 2021

- Manage NPOChannel e-commerce platform and fan page
- Test the new platform of NPOChannel and write the new platform operation manual
- Assist in the release of information and statistics of the 2020 挺好campus business competition
- Assist in matters related to 挺好Talk City Forum
- Commodity photography, copywriting, various promotional City Forumgraphic design
- Charity donation data collation and statistics
- Install NAS

Lecturer of Children's Programming   •  猿創力程式設計學校_壞主意有限公司

July 2019 - Aug. 2019

Intern  •  NPOChannel

July 2017 - Aug. 2017

Assist the company's new brand "1forone" product packaging design, product photography, product copywriting, web page presentation, and DM design.