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On
4-6 years
6-10 years
10-15 years
More than 15 years
Taichung City, Taiwan
Past
Asia Lead Software Engineer @新加坡商羅福斯有限公司台灣分公司2023 ~ 2024
・
Software Engineer
Within one month
and university. My father allowed me to develop freely, and at the same time, he told me to be responsible for my future. ●During the research period: Because I want to improve relevant skills and expand my horizons in the workplace, the future trend will be towards lot ,big data and unmanned chemical factories, so I chose to return to the campus to continue to enrich myself. Elective Courses-8 subjects with a total average score :85.4 and GPA : 3.9. ➤ Advanced artificial intelligence: use Google Colab to analyze pm2.5
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
National Chung Hsing University
・
Computer Science and Information
前端工程師 @美商普維股份有限公司台灣分公司2018 ~ 2022
・
前端工程師
Within one month
Lily Chen Front-End Engineer I am a front-end developer who has taught myself the craft. My background is in industrial design and big data analysis. I have worked on 4 SaaS products that are based on NAS and cloud ecosystems, and have experience completing website iterations and refactoring. I enjoy collaborating with others, as well as exploring new ideas and technologies. [email protected] Work Experience Front-End Engineer, LatticeWork, Inc. Taiwan Branch JanNov 2022 Developed desktop and web front-end applications for hybrid cloud. Worked with various departments to
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立雲林科技大學
・
工業設計系
Employed
Full-time / Interested in working remotely
6-10 years
Tunghai University
・
Statistic
Past
Packaging Development Engineer @Micron Technology 台灣美光2022 ~ 2023
・
製程工程師、設備工程師、半導體工程師
Within one year
賴佳佑 Taichung City, Taiwan LAI Chia Yu Samiconductor Engineer TEL :．E-mail : [email protected] address : 3F-3, No. 47, Ankang Rd., Fengyuan Dist., Taichung City 420 , Taiwan (R.O.C.) Work Experience (Five years and six months work experience) Packaging Development Engineer • Micron Technology 台灣美光 SeptemberMarchBackend FDC system development 2. Optimize FDC system 3. Cooperate with EE&PE to analyze FDC anomalies 4. Big data analysis, Cost reduction 5. FDC performance and SPC out of control points for comparison Equipment Engineer • 華
Unemployed
Full-time / Interested in working remotely
4-6 years
(NCUT)National Chin-Yi University of Technology
・
Chemical and Materials Engineering
Past
Frontend engineer @CREPOWERMAY CO.,LTD2021 ~ 2023
・
Frontend Engineer
More than one year
to increase the speed of bug fixing by 20%. Import writing tech documents in software development. System operation 2018/12 ~ 2019/02 mlytics Limited Build a log monitor system for the CDN service system. Build error notifications for service. Use Docker to increase deployment speed. Education Big Data (670 hrs) 2018//09 iSpan (Institute for Information Industry (III)) Build model to instantly analysis for dog actions Build analysis environment by using AWS and Docker ETL Data and information visualization (Grafana, Tableau) Applied English 2013//06 Chaoyang University of Technology
Unemployed
Full-time / Interested in working remotely
4-6 years
iSpan (Institute for Information Industry (III))
・
Big Data
Past
Marketing Specialist @Lumens Digital Optics Inc.2018 ~ 2021
・
Marketing Specialist
More than one year
A. Trade Shows Coordinator of international trade shows and multiple cross-departmental communication 1. ISE 2019 &create the raffle activity to deepen branding awareness Result: 300+ leads, 200+ YouTube subscribers 2. NABcoordinate resources from each company department Result: 500+ leads 3. Infocomm USAimplement big data, helping sales to achieve the goal Result: 400+ leads 4. Infocomm Indiacollaborate with third-party VR software Result: 700+ potential customer leads B. New Product Launch Project leader of marketing dept. for the NPI (New Product Introduction) process 1. Total 25 projects
Unemployed
Full-time / Interested in working remotely
4-6 years
Providence University
・
Business AdministrationFull-time / Interested in working remotely
6-10 years
國立清華大學
・
資訊工程
Data engineer @H2 Inc.2021 ~ Present
・
AI engineer, ML engineer, data scientist
Within three months
tracking, dataset versioning 以及 model management 【Airflow 定期排程以及維運 data reports】 - 創建 2 個 ETL pipeline - 幫助 3 個不同部門維護 8 個 data reports - 利用 python 去處理並且整合 SQL, Google big query, AWS S3 bucket 不同來源的 data source 【Data analysis】 - 根據各部門所需提供相對應的數據分析 - 針對不同 project 進行 exploratory data analysis 分析 AI 工程師 • 林口長
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
清華大學
・
動力機械工程學系VR developer @HyperBot Studio2021 ~ Present
・
Unity Developer, VR/AR Program Manager
Within one month
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
國立嘉義大學
・
DEDM
Senior Data Engineer @美光科技2021 ~ Present
・
Software Engineer / Backend Engineer / DevOps Engineer
Within six months
Familiar with GCP service , IAM, GCS, Big Query, Cloud Function, Pub/Sub, Cloud Scheduler Data Engineer Micron OctOct 2021 Taichung, Taiwan Developed and maintained ETL processes using Python to transfer data into Hadoop Ecosystem, including HBase and Hive, for efficient data storage and retrieval. Proficient in SQL for data manipulation and query optimization. Collaborated with cross-functional teams to design and implement data pipelines, ensuring data integrity and accuracy. Streamlined data processing workflows, resulting in significant time and resource savings. Worked on data integration with Snowflake, enhancing the company's data warehousing capabilities. Skill
Employed
Full-time / Remote Only
4-6 years
National Chiao Tung University
・
資訊管理學系The Most Lightweight and Effective Recruiting Plan
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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
Current status
Studying
Job Search Progress
Professions
Data Scientist
Fields of Employment
Work experience
1-2 years
Management
Skills
Languages
English
・
Intermediate
Job search preferences
Positions
大數據分析,資料科學家,資料工程師,AI工程師
Job types
Intern
Locations
台灣台北市, 台灣新北市, 台灣台中市, 台灣新竹市
Remote
Interested in working remotely
Freelance
Yes, I freelance in my spare time
Educations
School
UCR
Major
Master of Science in Computer Science
張維庭 William Chang
Have 5+ years experience in Data Analysis
Expertise in the areas of machine learning, data visualization, and NLP
Data scientist, Data engineer, Data analyst, AI engineer
Taichung，TW
[email protected]
TECHNICAL SKILL
Software/Platform
- Hadoop, MySQL, MongoDB
- Git, Docker
- SAS, MATLAB
- PowerPoint, Excel, Word
Programming
- Python, C/C++, R
- SQL,
- D3.js, CSS, HTML
- Swift
Operating Systems
- Windows
- MacOS
- Linux
DATA ANALYTICS and DATA SCIENCE EXPERIENCES
Information Retrieval & Web Search, UCR
Recipe Search Engine Jan. 2020 – Mar. 2020
- Collected data form the website (Allrecipes) using Scrapy and stored them by Hadoop.
- Built index for search engine through two methods. The first used PyLucene with assigned filed, and the second created pipeline to calculate TF-IDF on Hadoop.
Big-Data Management, UCR
Twitter Data Analyze in Car Brand Topic Sep. 2019 – Dec.2019
- Crawled the text contents related to car brands through Scrapy and stored them into MongoDB.
- Created multiple processes to generate key word and brand popularity analytic results.
- Visualized the results into interactive graph such as word cloud and geographic hotspot map and built a webpage to support all the search queries by python Dash.
Research Assistant, Machine Intelligence Group (MIG), NCCU
Automated word segmentation in Tang poetry and epitaph project Jun. 2019 – Jul. 2019
- Implemented an analyze tool to verify quality of data labeled by different source
- Trained word embedding model via gensim word2vec package
- Combined word embedding model with LSTM model (Keras) and added some special feature (e.g. rhyme) to implement an auto procedure to fulfill word segmentation in poetry and epitaph
- Improved the model precision to near 90% and presented the result in short paper and was
successfully accepted to Digital Humanities 2020 Conference
Research Assistant, Machine Intelligence Group (MIG), NCCU
Chinese text content simplification and compression project Nov. 2018 – Dec. 2018
- Used python beautiful soup package and regular expression operations to extract contents collected from Biographies in Local Gazetteers
- Designed a syntactic analytic application which could generate simplified and compressed Chinese text content by combining python NLTK package and Stanford NLP tool
- Demonstrated the application result of content simplification and compression in short paper and was
successfully accepted to Digital Humanities 2019 Conference
Undergraduate special topic on computer science, NCCU
HiCmapTools: A tool to analyze Hi-Contact Data Jul. 2017 – Feb. 2018
- Designed a set of computation procedure tools by C++ to help biologist perform data analysis on different queries
- Fulfilled an auxiliary statistic tool (R) to visualize result and analyze the quality
- Received a research grant from Academia Sinica (project number: 106-2813-C-004-036-E )
- Won third place in department exhibition
EDUCATION
University of California, Riverside, Riverside, CA (UCR) Dec. 2020
Master of Science in Computer Science
- Relevant course work:
Big-Data Management, Artificial Intelligence, Information Retrieval and Web Search, Probability Model for Artificial Intelligence, Data Mining Techniques, Statistic, Database System, Information Visualization, Business Analytics with SAS/R
National Chengchi University, Taipei, Taiwan (NCCU) June 2018
Bachelor of Science in Computer Science
- Completion of Big Data Analytics Program for Undergraduates
- Certificate in Fintech
HONOR
- Academic Excellence Award, NCCU Feb. 2018 – Jun. 2018
張維庭 William Chang
Have 5+ years experience in Data Analysis
Expertise in the areas of machine learning, data visualization, and NLP
Data scientist, Data engineer, Data analyst, AI engineer
Taichung，TW
[email protected]
TECHNICAL SKILL
Software/Platform
- Hadoop, MySQL, MongoDB
- Git, Docker
- SAS, MATLAB
- PowerPoint, Excel, Word
Programming
- Python, C/C++, R
- SQL,
- D3.js, CSS, HTML
- Swift
Operating Systems
- Windows
- MacOS
- Linux
DATA ANALYTICS and DATA SCIENCE EXPERIENCES
Information Retrieval & Web Search, UCR
Recipe Search Engine Jan. 2020 – Mar. 2020
- Collected data form the website (Allrecipes) using Scrapy and stored them by Hadoop.
- Built index for search engine through two methods. The first used PyLucene with assigned filed, and the second created pipeline to calculate TF-IDF on Hadoop.
Big-Data Management, UCR
Twitter Data Analyze in Car Brand Topic Sep. 2019 – Dec.2019
- Crawled the text contents related to car brands through Scrapy and stored them into MongoDB.
- Created multiple processes to generate key word and brand popularity analytic results.
- Visualized the results into interactive graph such as word cloud and geographic hotspot map and built a webpage to support all the search queries by python Dash.
Research Assistant, Machine Intelligence Group (MIG), NCCU
Automated word segmentation in Tang poetry and epitaph project Jun. 2019 – Jul. 2019
- Implemented an analyze tool to verify quality of data labeled by different source
- Trained word embedding model via gensim word2vec package
- Combined word embedding model with LSTM model (Keras) and added some special feature (e.g. rhyme) to implement an auto procedure to fulfill word segmentation in poetry and epitaph
- Improved the model precision to near 90% and presented the result in short paper and was
successfully accepted to Digital Humanities 2020 Conference
Research Assistant, Machine Intelligence Group (MIG), NCCU
Chinese text content simplification and compression project Nov. 2018 – Dec. 2018
- Used python beautiful soup package and regular expression operations to extract contents collected from Biographies in Local Gazetteers
- Designed a syntactic analytic application which could generate simplified and compressed Chinese text content by combining python NLTK package and Stanford NLP tool
- Demonstrated the application result of content simplification and compression in short paper and was
successfully accepted to Digital Humanities 2019 Conference
Undergraduate special topic on computer science, NCCU
HiCmapTools: A tool to analyze Hi-Contact Data Jul. 2017 – Feb. 2018
- Designed a set of computation procedure tools by C++ to help biologist perform data analysis on different queries
- Fulfilled an auxiliary statistic tool (R) to visualize result and analyze the quality
- Received a research grant from Academia Sinica (project number: 106-2813-C-004-036-E )
- Won third place in department exhibition
EDUCATION
University of California, Riverside, Riverside, CA (UCR) Dec. 2020
Master of Science in Computer Science
- Relevant course work:
Big-Data Management, Artificial Intelligence, Information Retrieval and Web Search, Probability Model for Artificial Intelligence, Data Mining Techniques, Statistic, Database System, Information Visualization, Business Analytics with SAS/R
National Chengchi University, Taipei, Taiwan (NCCU) June 2018
Bachelor of Science in Computer Science
- Completion of Big Data Analytics Program for Undergraduates
- Certificate in Fintech
HONOR
- Academic Excellence Award, NCCU Feb. 2018 – Jun. 2018