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Senior Analyst, Software Engineer @Synpulse Taiwan Ltd. | 星普思管理諮詢有限公司
2022 ~ Present
Software Developer
Within one month
JavaScript
ASP.NET MVC
HTML5
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
Queensland University of Technology(昆士蘭科技大學)
Computer Science
Avatar of Ryan Chen.
Avatar of Ryan Chen.
Software Engineer @CakeResume
2022 ~ Present
Software Engineer
Within one month
analytics tools and event tracking systems. Spearheaded the integration of Strapi (a content management system), enhancing the team's ability to quickly produce pages and distribute content . Pioneered the integration of LLM model API services. Research Assistant, Academia Sinica 11//2020 Conducted research in deep learning-based Natural Language Processing (NLP), exploring innovative approaches in machine learning. Experimented with various training methods and models, including multi-task learning and language models such as BERT. Authored a publication titled "Detecting Deceptive Language in Crime Interrogation". Investigated Memory Networks and applied them to develop
React
TypeScript
JavaScript
Reputation Credits1
Employed
Not open to opportunities
Full-time / Interested in working remotely
10-15 years
National Taiwan University
Computer Science and Information Engineering
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Avatar of the user.
Past
Career transition @Career Break
2024 ~ 2024
NLP Engineer / Data Scientist / Machine Learning Engineer
Within one month
Python
SQL
NLP
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Chengchi University
資訊科學系
Avatar of 李慕全(MuChuan Li).
Avatar of 李慕全(MuChuan Li).
Past
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
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
Machine Learning
Computer Vision
Pytorch/Tensorflow
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
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Avatar of Patrick Hsu.
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
Python
AI & Machine Learning
Image Processing
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
Avatar of chiyun chao.
Avatar of chiyun chao.
Research & Development Engineer @三竹資訊股份有限公司
2023 ~ Present
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
趙啟雲 chiyun chao A software engineer with 4 years of experience in AI model training and backend development. In the domain of machine/deep learning, I am familiar with: - focus on NLP(Natural language processing) and DPI(Deep packet inspection) - NLP networks such as Transformer, BERT, T5 - have experience with AI training platform development with mlflow, Label Studio, DVC In terms of backend development, I have the following experience: - backend framework: Spring boot, Flask - familiar with DB syntax for Elasticsearch, PosgresSQL and MSSQL Taiwan E-mail: [email protected] Skill languages Python JAVA backend
Python
JAVA
Linux
Employed
Open to opportunities
Full-time / Not interested in working remotely
4-6 years
國立中央大學 National Central University
資訊工程
Avatar of 陳惠龍.
Avatar of 陳惠龍.
Data science lecturer @Ittraining
2020 ~ 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
nlp-rasa
recommender system
pytorch tensorflow
Employed
Open to opportunities
Part-time / Interested in working remotely
More than 15 years
Purdue University
School of civil engineering (Stochastic & statistical hydrology)
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Avatar of the user.
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
Python
English as a Second Language (ESL)
Excel
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立政治大學(National Chengchi University)
數位內容
Avatar of Johnny Hsieh.
Avatar of Johnny Hsieh.
Blockchain Enginner & AI Lead @Portal Network
Blockchain engineer & Blockchain consulting
Within one month
designing and implementing a machine learning system that evaluates customer ratings based on personal and market financial data. My expertise in AI and blockchain technology led to opportunities such as overseeing a blockchain ICO project in Russia and co-founding a blockchain company where I developed the pioneering deep learning model for estimating the value of decentralized domain names. Currently, I manage ArgsData and MorphusAI, innovative companies focused on delivering cutting-edge data solutions and advancing digital human technology through advanced deep learning methodologies. Professional Skills: Artificial Intelligence Facial Recognition and Facial AI Technologies: Real-Time Facial
Solidity
blockchain development
Docker
Full-time / Interested in working remotely
4-6 years
Avatar of Ryan.
Algorithm Engineer/ Data Scientist/ Sr. Project Management
More than one year
Ryan Chao [email protected] • Taipei, Taiwan Hi, I'm Ryan, my current research interests include natural language processing, data engineering, machine learning and data related applications, and these are also my daily duties. Experience PIXNET Assistant Manager, AugSep 2022 Lead data team(Augnow) Lead and manage data team with 6 members, we are dedicated to deliver insights from data to the company, not only support decision-making for business but also provide tech solutions to our services and products. My contributions includes: Architecture and methodology review for data solutions and various data analytic tasks Translate
Python
Pyspark
Natural Language Processing
Full-time / Remote Only
4-6 years

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More than one year
Logo of NPOChannel.
NPOChannel
2020 ~ 2021
Professional Background
Current status
Studying
Job Search Progress
Professions
Machine Learning Engineer
Fields of Employment
Work experience
Less than 1 year
Management
None
Skills
Python
Machine Learning
PyTorch
tensorflow
NLP
Java
Transformers
HuggingFace 🤗
BERT
Languages
English
Fluent
Korean
Beginner
Job search preferences
Positions
Software Engineer / Backend Engineer
Job types
Full-time
Locations
Taipei, Taiwan, Taoyuán, Taiwan
Remote
Interested in working remotely
Freelance
Educations
School
National ChengChi University (NCCU)
Major
Management Information Systems
Print

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.





Resume
Profile

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.