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Hơn 15 năm
Full-time / Quan tâm đến làm việc từ xa
6-10 năm
Tamkang University
・
StatisticsPast
副研究員 @財團法人台灣綜合研究院研究四所2021 ~ 2021
・
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
Trong vòng một tháng
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Full-time / Quan tâm đến làm việc từ xa
4-6 năm
國立成功大學
・
資源工程學系
Past
Senior Analyst @KFC/Pizzahut Corporation 2019 ~ 2020
・
Senior Analyst
Hơn một năm
顏兆禾 Senior Analyst 您好，我叫顏兆禾，自英國De Montfort大學取得行銷碩士學位回台後已於全聯/KFC/Pizza hut等公司累積六年商業分析經驗(自動化系統導入、分析 )，並具備SQL/SAS EG&VA/Emarsys寫作操作能力！ 工作經歷 Senior Analyst • KFC/Pizzahut Corporation 五月五月 2020 *Key responsibility is to manage member analysis in
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Full-time / Quan tâm đến làm việc từ xa
6-10 năm
De Montfort University
・
Marketing Management
Associate Lecturer: DZX222 and DD303 @The Open University2004 ~ 2008
・
Senior Manager
Hơn một năm
Dr Steph Lay I'm a senior manager with 19 years experience of working in analysis and insight for higher education, and a qualified cognitive psychologist with a PhD in the perception of near-human faces. I've been with the Open University since 2002 in a range of data-related roles. My current role of senior manager for student research has given me the opportunity to balance team leadership and research design with technical project leadership and coding for data analysis. I work with a highly skilled group of data scientists and insight experts, and I
Full-time / Quan tâm đến làm việc từ xa
Hơn 15 năm
The Open University
・
Creative WritingAccount Handler for Tesco Entertainment @eXPD82019 ~ Hiện tại
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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
Tình trạng hiện tại
Tiến trình tìm việc
Professions
Fields of Employment
Kinh nghiệm làm việc
2-4 năm
Management
Kỹ năng
Ngôn ngữ
Job search preferences
Vị trí
Loại hình công việc
Địa điểm
Làm việc từ xa
Freelance
Học vấn
Trường học
Chuyên ngành
Gulaer．林宣佑
Work Experience
TSMC Feb. 2022 - Present
AI Algorithm Engineer
- IMP AI tune beam, success rate from 71% to 85%.
- Schedule and develop AI Jig, improve machine availability and reduce manual time.
- Plane the newcomer training so that they can quickly learning the kwonhow and save teachers time.
- Improve the accuracy of keywords extraction in chatbot.
TutorABC Jun. 2020 - Feb. 2022
AI Project Manager & AI Algorithm Engineer
- Lead AI team technical & project scheduling
- Finished: refund prediction (ML), professional teacher detection (CV, NLP), course material labeling (NLP), de-sinicization model (NLP), DCGS2.0 (Recommendation System).
UnlimiterHear Sep. 2019 - Apr. 2020
Software engineer & Project Lead & Chief Information Officer
- Bluetooth earphone project owner.
- Cooperate with APP, firmware to improve product quality.
- Sales and promotion of Bluetooth headset / TWS (True Wireless Stereo) earphone products.
- Write audio processing patents, algorithms and the code.
NTU MSLAB Sep. 2017 - Sep. 2019
Natural language processing Engineer & Project Lead
- Use embedding and word segmentation skills to construct a FAQ system. (Emotibot)
- Combine embedding and RNN to build customized news recommendation system. (ETtoday)
Tomofun-Furbo Jul. 2018 - Feb. 2019
Quality Assurance (Contract Employee)
- Cooperate with SE, PM to complete each product development project.
- Write test plan and lead intern to test independently.
- Conduce network environment testing in Nanjing, Beijing, and Shanghai.
Mediatek Jul. 2018 - Jan. 2019
System and APP developer (remote work)
- Program Java call C to build a GUI based test environment
TSMC Apr. 2016 - Sep. 2017
Supervisor and Computer-Integrated Manufacturing Engineer
- Promote automation system for CoWoS line of Bumping to replace artificial
- Communication with other teams and write real-time-dispatch system to control AMHS.
- Write PIP reminder APP to remind people don’t carry personal mobile phone enter the factory.
MAKALOT Feb. 2015 - Apr. 2016
Statistical analysis consultant and AI automation (Intern at Indonesia)
- Analyze market trends and identify potential customers.
- Write the manufacturing electronic signage and link the bar-code, help record production of clothes.
FJU Measurement Center Feb. 2012 - Jun. 2013
Statistical analysis consultant
- Using R, SPSS, and SAS to help students in different fields complete their thesis.
Education
National Taiwan University Sep. 2017 - Present
PhD Candidate, Computer Science
- Research: Singer separation for karaoke content generation (Demo)
- Relevant Courses: Computer Graphics, Machine Learning Foundations, Machine Learning: Theory and Practice, Applied Deep Learning, Digital Image Processing, Web Retrieval and Mining, DSA, OS
- Participate volley ball team and get cup.
National Cheng Kung University Sep. 2013 - Jun. 2015
Master, Industrial and Information Management
- Thesis: Forecasting of Multiple-factor Fuzzy Time Series with a Steady-State Probabilities Model.
- Relevant Courses: Knowledge Engineering, Mathematical planning, Multi-objective analysis.
- Design department logo.
Fu Jen Catholic University Sep. 2009 - Jun. 2013
Bachelor, Statistic and Information
- Graduate Project: Use Java call R to build a GUI system and analysis statistical problems.
- Relevant Courses: Statistics, Discrete data analysis, Data mining, SAS, SPSS, JAVA
- Winner in TIC100 Social Enterprise Business Plan Competition.
Honors and Awards
- Best idea in new feature design at Tomofun (Over 10 teams)
- TSMC Self-Initiative/Innovation Award
- Best New Employee in TSMC bumping (Over 20 people)
- Winner of TIC100 Social Enterprise Business Plan Competition (Over 200 teams)
- Lite-on Technology Personnel Training Scholarship / Guidelines for Mrs. May Jen Scholarship / Fu Jen Presidential Award
- Group cycle champion of Mahjong and table tennis in NTU EECS Cup
- Winner of Badminton Tournament at NCKU IIM
- Winner of Taipei Jing Mei Girls High School Mathematics Competition
Skills
Programming
Python (algorithm, selenium, flask, fastapi, pickle, pandas, seaborn),
SQL, Docker, bash,
Java (GUI, Junit, Android APP)
Tools
Metabase / KM / Jira / Postman / Jmeter / Testrail
Language
Vietnam / Bahasa / Japanese
Others
Leader ship
- Industrial project
- Graduate project
- Photography club
- Recorder club
- Volley ball team
Gulaer．林宣佑
Work Experience
TSMC Feb. 2022 - Present
AI Algorithm Engineer
- IMP AI tune beam, success rate from 71% to 85%.
- Schedule and develop AI Jig, improve machine availability and reduce manual time.
- Plane the newcomer training so that they can quickly learning the kwonhow and save teachers time.
- Improve the accuracy of keywords extraction in chatbot.
TutorABC Jun. 2020 - Feb. 2022
AI Project Manager & AI Algorithm Engineer
- Lead AI team technical & project scheduling
- Finished: refund prediction (ML), professional teacher detection (CV, NLP), course material labeling (NLP), de-sinicization model (NLP), DCGS2.0 (Recommendation System).
UnlimiterHear Sep. 2019 - Apr. 2020
Software engineer & Project Lead & Chief Information Officer
- Bluetooth earphone project owner.
- Cooperate with APP, firmware to improve product quality.
- Sales and promotion of Bluetooth headset / TWS (True Wireless Stereo) earphone products.
- Write audio processing patents, algorithms and the code.
NTU MSLAB Sep. 2017 - Sep. 2019
Natural language processing Engineer & Project Lead
- Use embedding and word segmentation skills to construct a FAQ system. (Emotibot)
- Combine embedding and RNN to build customized news recommendation system. (ETtoday)
Tomofun-Furbo Jul. 2018 - Feb. 2019
Quality Assurance (Contract Employee)
- Cooperate with SE, PM to complete each product development project.
- Write test plan and lead intern to test independently.
- Conduce network environment testing in Nanjing, Beijing, and Shanghai.
Mediatek Jul. 2018 - Jan. 2019
System and APP developer (remote work)
- Program Java call C to build a GUI based test environment
TSMC Apr. 2016 - Sep. 2017
Supervisor and Computer-Integrated Manufacturing Engineer
- Promote automation system for CoWoS line of Bumping to replace artificial
- Communication with other teams and write real-time-dispatch system to control AMHS.
- Write PIP reminder APP to remind people don’t carry personal mobile phone enter the factory.
MAKALOT Feb. 2015 - Apr. 2016
Statistical analysis consultant and AI automation (Intern at Indonesia)
- Analyze market trends and identify potential customers.
- Write the manufacturing electronic signage and link the bar-code, help record production of clothes.
FJU Measurement Center Feb. 2012 - Jun. 2013
Statistical analysis consultant
- Using R, SPSS, and SAS to help students in different fields complete their thesis.
Education
National Taiwan University Sep. 2017 - Present
PhD Candidate, Computer Science
- Research: Singer separation for karaoke content generation (Demo)
- Relevant Courses: Computer Graphics, Machine Learning Foundations, Machine Learning: Theory and Practice, Applied Deep Learning, Digital Image Processing, Web Retrieval and Mining, DSA, OS
- Participate volley ball team and get cup.
National Cheng Kung University Sep. 2013 - Jun. 2015
Master, Industrial and Information Management
- Thesis: Forecasting of Multiple-factor Fuzzy Time Series with a Steady-State Probabilities Model.
- Relevant Courses: Knowledge Engineering, Mathematical planning, Multi-objective analysis.
- Design department logo.
Fu Jen Catholic University Sep. 2009 - Jun. 2013
Bachelor, Statistic and Information
- Graduate Project: Use Java call R to build a GUI system and analysis statistical problems.
- Relevant Courses: Statistics, Discrete data analysis, Data mining, SAS, SPSS, JAVA
- Winner in TIC100 Social Enterprise Business Plan Competition.
Honors and Awards
- Best idea in new feature design at Tomofun (Over 10 teams)
- TSMC Self-Initiative/Innovation Award
- Best New Employee in TSMC bumping (Over 20 people)
- Winner of TIC100 Social Enterprise Business Plan Competition (Over 200 teams)
- Lite-on Technology Personnel Training Scholarship / Guidelines for Mrs. May Jen Scholarship / Fu Jen Presidential Award
- Group cycle champion of Mahjong and table tennis in NTU EECS Cup
- Winner of Badminton Tournament at NCKU IIM
- Winner of Taipei Jing Mei Girls High School Mathematics Competition
Skills
Programming
Python (algorithm, selenium, flask, fastapi, pickle, pandas, seaborn),
SQL, Docker, bash,
Java (GUI, Junit, Android APP)
Tools
Metabase / KM / Jira / Postman / Jmeter / Testrail
Language
Vietnam / Bahasa / Japanese
Others
Leader ship
- Industrial project
- Graduate project
- Photography club
- Recorder club
- Volley ball team