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Consultant @Startup
2023 ~ 2024
Pre-sales/PM/Business Consultant/Business Analyst/System Analyst
Within one month
Python
Tableau Prep/Tableau Desktop
ETL
Employed
Ready to interview
Full-time / Not interested in working remotely
4-6 years
Fu Jen Catholic University
Brand and Fashion Management
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Avatar of the user.
Past
博士後研究員 @洛桑大學神經發育疾病實驗室
2023 ~ 2023
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
Data Science
Data Analysis
Machine Learning
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
洛桑聯邦理工學院(EPFL)
神經科學
Avatar of Raghupalreddy Vatti.
Avatar of Raghupalreddy Vatti.
Past
Senior Associate @GreyCampus EduTech
2014 ~ 2023
Senior Associate
Within one month
and developed analytical data structures to support business intelligence and reporting needs. Managed and maintained critical databases to ensure data integrity, availability, and security. Diagnosed and resolved complex system issues using SQL Profiler, improving problem resolution times. Conducted regular database backups and implemented recovery processes to prevent data loss and ensure business continuity. Collaborated with cross-functional teams to integrate database functionality into web applications and portals. Created web-based dashboards and reporting tools for data visualization, aiding decision-making processes. Provided expert consultation on database design, optimization, and troubleshooting. Documented analysis results
MySQL
Microsoft SQL Server
Power BI
Unemployed
Ready to interview
Full-time / Not interested in working remotely
6-10 years
Jyothishmathi institute of technology and science
M.Tech(VLSI Desin)
Avatar of Yuchun Lai.
Avatar of Yuchun Lai.
Past
Frontend Engineering Manager, Data Science @Vpon Big Data Group
2022 ~ 2023
Frontend Engineer
Within one month
pipeline with Github Actions to enforce Git Flow, ensuring product stability. 5. Utilized Jest, Cypress, and Mocks Server for comprehensive testing, ensuring product stability. Sr. Frontend Engineer, Data Science • Vpon Big Data Group MayFebruary 2022 | Taipei, Taiwan 1. Developed a large-scale data platform with data visualization and segmented downloads from scratch. 2. Utilized deck.gl and vector tiles to accurately present geographical data of millions of travelers online. 3. Developed a React UI Library with tree select, virtual table, and data chart components for large-scale data presentation.
HTML
CSS
React
Unemployed
Ready to interview
Full-time / Interested in working remotely
10-15 years
YZU University (元智大學)
Information Communication
Avatar of Chun-Jung Huang.
Avatar of Chun-Jung Huang.
OPC Chief Engineer @TSMC
2020 ~ 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
and reducing turnaround time. ◆Managed large-scale data processing tasks, demonstrating expertise in analyzing and handling datasets of hundreds of millions, to bolster model development and optimization. ◆Excelled in distributed computing, optimizing code execution across thousands of systems to significantly improve processing speed and efficiency. ◆Developed sophisticated data visualization tools to distill complex datasets into actionable insights, aiding strategic decision-making. The University of Tokyo, Foreign Researcher (OctSep◆Pioneered a neural network-based approach for cell image classification and data visualization, enhancing lab capabilities in biological research. ◆Designed a user-friendly GUI for neural network model
Deep learning with TensorFlow
Translational Research
Clinical Research
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Chiao-Tung University
Ph.D. - Clinical Engineering
Avatar of 梁賦康 (Foo-Hong, Leong).
Avatar of 梁賦康 (Foo-Hong, Leong).
Product Manager @東元電機股份有限公司 (TECO Electric & Machinery Co. Ltd.)
2023 ~ 2023
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
梁賦康 (Foo-Hong, Leong) Taoyuan City, Taiwan Email: [email protected] Tel:Skills • Languages: Python • DataBases: MySQL, SQLite • Infrastructure tools: Github • Machine learning libraries: TensorFlow, Keras, and Scikit-learn • Data visualization tools: Power BI, Seaborn and Matplotlib • Deployment: Streamlit Summary I have been working in Motor Manufacturing Industry for 8 years. My first programming was going to my Bachelor's degree, C++ was the first program I learned. Then I started to learn Python in 2018 at TEDU and my first project was the Stock Trend Prediction by CNN. I kept
Python
Power BI
Data Analytics
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立成功大學 National Cheng Kung University
Mechanical Engineering
Avatar of 陳奕妤.
Avatar of 陳奕妤.
Past
Senior Data Analyst @趨勢科技
2022 ~ Present
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
Cathy Chen Sr. Data Analyst Senior data analyst with over 6 years experience in ETL, data visualization, exploratory data analysis, machine learning, deep learning, customized online dashboard using SQL , R , Python and data analytics tools. Data Scientist, Data Analyst Taipei, Taiwan [email protected] Experience Sr. Data Analyst • TrendMicro NovNow Work with cross-functional teams(UI/UX designer, Front-end, Back-end, Marketing, PM, Sales) to provide related data, design metrics, report and dashboard. Cross app data tracking and user journey analysis. VisionOne customers engagement score - the metrics can help fields to
python
R
SQL
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
輔仁大學 Fu Jen Catholic University
統計資訊學系
Avatar of Giovanna Sun.
Avatar of Giovanna Sun.
Startup Mentor @CUNY Startups
2022 ~ Present
品牌專案企劃 網路行銷企劃 數位行銷企劃 UI/UX 設計師 專案管理師
Within six months
Cinema/Video Studies New York Institute of Technology-Graduate School Communication and Media Studies Yale School of Management-Professional Certificate Behavioral Finance / Financial Markets / Finance /Behavioral Economics Skills: Office 365/Agile Project Management/Product Management/Google Analytics/Adobe Creative Cloud AdWords/Youtube/Communication/UI/UXDesign/Mentoring and Coaching/Asana/Video Production Podcasting/ Blockchain/Business Development/Influencer Marketing/Market Research/Tableau/Data Visualization/NFT/NFT Marketplace/DeFi/DAO/NFT Creators/Bilingual Chinese and English
Agile Project Management
Google Analytics
Adobe Creative Cloud
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
City University of New York-College of Staten Island
Film/Cinema/Video Studies
Avatar of 吳俊瑩.
Avatar of 吳俊瑩.
Past
Industrial Engineer @鴻海精密工業股份有限公司
2019 ~ 2023
Data Analyst 數據分析師 / Data Scientist 資料科學家
Within one month
吳俊瑩 Dani el 資料科學家/ AI專案管理/ IE工程師 ·4年網通智能製造經驗,負責工業4.0數位轉型專案 ·統計背景、對數字高度敏銳,能夠有效運用數據 ·思緒縝密、規劃能力強,領導團隊朝目標推進 ·積極主動、學習能力佳,持續吸收新知識 danielwu0221@protonmail
python
R
SAP
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立臺北大學 National Taipei University
經濟學
Avatar of the user.
Avatar of the user.
Past
Full Stack Developer @INOVATEUS SOLAR
2021 ~ 2022
Front-End / Back-End / Full Stack Web Developer
Within three months
React.js
React Native
React Hooks
Unemployed
Ready to interview
Full-time / Remote Only
6-10 years
Universiti Teknologi Malaysia (UTM)
Computer Science

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More than one year
橘橘鏈科技股份有限公司
2020 ~ 2021
Taiwan
Professional Background
Current status
Employed
Job Search Progress
Not open to opportunities
Professions
Software Engineer
Fields of Employment
Work experience
Less than 1 year
Management
None
Skills
Python
Machine Learning
R
Deep Learning
Node.js
SQL
C#
Git
JavaScript
Languages
Job search preferences
Positions
Software Engineer / Backend Engineer
Job types
Full-time
Locations
Remote
Freelance
Educations
School
國立政治大學(National Chengchi University)
Major
資訊管理所
Print

IMG_8351[1].JPG

Lin Ching Kai  

[email protected]  •   0938261006   • Taiwan

National Chengchi University, MIS(Graduated)

Soochow University, BDM(Graduated)

GitLab: https://gitlab.com/peter12339

Presentation and related document URL


About me


Born in 1996, grew up in Hsinchu, with outgoing personality, good at communicating and expressing. When facing difficulties, I insist on solving problems through thinking logically and choosing correct methods. As a member of a team, I can keep the independent thinking ability and listen to other’s opinions at the same time. Making a decision to maximize the profit of the team, and takes group harmony as a prerequisite.



Education


In 2015, I enrolled in the Bachelor Program of the School of Big Data Management of Soochow University. Learning Data science skills like data crawling, data preprocessing, data analysis, machine learning, deep learning, data visualization knowledge. Because I was interested in the fields of data and information science, after school, I tried to learn related skills through some online and offline resources, such as participating in off-campus Python courses and website crawlers on Youtube ... etc. Besides learning skills, I participated in some contests, such as in Kaggle data analysis competition, ACER Internet of Things (IoT) competition. To increase my practical experience, I looked for intern opportunities. I had served as a Python programming teacher, data processor in Soochow University Big Data Analysis Center which deal with enterprise outsourcing data cases, research assistant at Research Center for Information Technology Innovation, and an intern at GFK market research company in charge of data collection and analysis.


In 2019, I entered the department of MIS of Chengchi University(NCCU). The main research field was blockchain. The thesis was a technical paper with the development of asset tokenization platform. I was dedicate to find out the best business model to fit the asset tokenization platform on the blockchain with TTF (Token Taxonomy Framework) and implemented this Web App by node.js, express, web3.js... . Learning System (Software) development became my primary goal. I had already learned data science related skills in college, such as machine learning, deep learning, data analysis… etc. However, data science was only a part of information technology and those AI, ML tech always be applied on system and software so I decided to study the relatively unfamiliar field, system development. By the way, I also studied ML, DL and other related courses in the school. At the same time, I serve in a startup company, Helium Co, Ltd.(橘橘鏈科技), as an intern engineer for the automated testing (CI) of its blockchain system and APP. After being familiar with the project I also assisted in API development and took over as the project manager, taking charge of the entire project.


Skills: I have about six years of experience in programming. The first programming language I learned is Python, which is mainly used for data analysis, web crawling, Tensorflow, deep learning, and building django framework.Using R language implement data analysis and data visualization, C language to Arduino IoT application. I also used to develop the system by Javascript (Node.js), familiar with SQL, and used solidity to develop blockchain related smart contracts and so on.



Future


In the past study period, I also served as an intern in some information-related industries and established the direction of my future career. Now, I am going to start my career, hoping to enter a company with well development and promising prospects in the future, and learn how large-scale teams work together, the real practical technology of the industry. I hope to find a position can put the things I learned in the past in a way of higher value and take the company to the next level.



Work experience





Paragraph image 01 00@2x 1a3881c875a7a1fb1e859435ef9363b5ddf36f4e73d1ad63a1a0af69f2a9f745

Web crawler outsourcing case

I Used python, with BS4 (Beautiful Soup) and Selenium to crawl the target data on the web, and then preprocess the original data, such as removing duplicate and error data, and finally output csv to present the results. (2016/9)

Big Data Analysis and Research Center of Soochow University

I was Responsible for pre-processing of data and dealing with data problem. Using python, through pandas and other packages to organize the data, take the case in charge as an example: combined the data of traffic accidents A1, A2, and A3 over the years with the data of the aboriginal traffic accidents and try to remove unreasonable and error data.(2017/2~2017/6)

Paragraph image 00 00@2x ebb59a6d9adb03673d06762584bb6a0cc401a7cc4bd081bb82ce6f841d95aa2b
Paragraph image 01 00@2x 1a3881c875a7a1fb1e859435ef9363b5ddf36f4e73d1ad63a1a0af69f2a9f745

Python Tutor

Teaching Python basic commands, data pre-processing, and how to use Machine Learning packages (such as KNN, Linear Regression... etc.).(2018/7~9)

Research Center for Information Technology Innovation

Serving as a research assistant, assisting researchers in literature review and data processing of experimental data, in the field of VR Business.(2018/7~8)

Paragraph image 00 00@2x ebb59a6d9adb03673d06762584bb6a0cc401a7cc4bd081bb82ce6f841d95aa2b
Paragraph image 01 00@2x 1a3881c875a7a1fb1e859435ef9363b5ddf36f4e73d1ad63a1a0af69f2a9f745

GfK Marketing Research Consulting Co., Ltd.-Data Processing Intern

I was Responsible for the collection and sorting of offline retailer sales data for the company to start further sales analysis. In addition, I also used Python to develop automated crawler programs to automatically crawl the sales data of online stores (such as PChome, shopee, momo, etc.), so that the data set of sales analysis is more complete.(2018/9~2019/3)

Helium Co, Ltd.(橘橘鏈科技)-Intern engineer 

During studying in chengchi(NCCU), I entered the company under the recommendation of my professor. The main business was to operate a citizen power plant, and the blockchain was used as the base of the system. At first, I was responsible for maintaining the system's automated testing code (using GitLab). After getting familiar with the project, began to participate in backend API development, such as users’ registration review, new user registration process, users purchase… etc. We implemented these functions with Node.js, Web3.js, Blockchain's Solidity and database SQL. Finally, in September 2020, I began to take over the project manager position, responsible for communicating with the boss and arranging front-end and back-end work schedules, although the project scale is not large , but learned a lot of system development related knowledge in this job.(2020/1~2021~6)

Paragraph image 00 00@2x ebb59a6d9adb03673d06762584bb6a0cc401a7cc4bd081bb82ce6f841d95aa2b

Skills


Backend Related

Node.js

C#

SQL

git

CI



Data Related

Data processing (Py)

Web crawler

Data Mining

Maching Learning

Deep Learning (TF)

NLP

Data Visualization



R Language

Data Visualization

Monte Carlo method



TOEIC

Projects 01 00@2x


Transcript at MS

Projects 01 00@2x


Transcript at MS

Projects 01 00@2x


Contest certificate

Projects 01 00@2x


Resume
Profile

IMG_8351[1].JPG

Lin Ching Kai  

[email protected]  •   0938261006   • Taiwan

National Chengchi University, MIS(Graduated)

Soochow University, BDM(Graduated)

GitLab: https://gitlab.com/peter12339

Presentation and related document URL


About me


Born in 1996, grew up in Hsinchu, with outgoing personality, good at communicating and expressing. When facing difficulties, I insist on solving problems through thinking logically and choosing correct methods. As a member of a team, I can keep the independent thinking ability and listen to other’s opinions at the same time. Making a decision to maximize the profit of the team, and takes group harmony as a prerequisite.



Education


In 2015, I enrolled in the Bachelor Program of the School of Big Data Management of Soochow University. Learning Data science skills like data crawling, data preprocessing, data analysis, machine learning, deep learning, data visualization knowledge. Because I was interested in the fields of data and information science, after school, I tried to learn related skills through some online and offline resources, such as participating in off-campus Python courses and website crawlers on Youtube ... etc. Besides learning skills, I participated in some contests, such as in Kaggle data analysis competition, ACER Internet of Things (IoT) competition. To increase my practical experience, I looked for intern opportunities. I had served as a Python programming teacher, data processor in Soochow University Big Data Analysis Center which deal with enterprise outsourcing data cases, research assistant at Research Center for Information Technology Innovation, and an intern at GFK market research company in charge of data collection and analysis.


In 2019, I entered the department of MIS of Chengchi University(NCCU). The main research field was blockchain. The thesis was a technical paper with the development of asset tokenization platform. I was dedicate to find out the best business model to fit the asset tokenization platform on the blockchain with TTF (Token Taxonomy Framework) and implemented this Web App by node.js, express, web3.js... . Learning System (Software) development became my primary goal. I had already learned data science related skills in college, such as machine learning, deep learning, data analysis… etc. However, data science was only a part of information technology and those AI, ML tech always be applied on system and software so I decided to study the relatively unfamiliar field, system development. By the way, I also studied ML, DL and other related courses in the school. At the same time, I serve in a startup company, Helium Co, Ltd.(橘橘鏈科技), as an intern engineer for the automated testing (CI) of its blockchain system and APP. After being familiar with the project I also assisted in API development and took over as the project manager, taking charge of the entire project.


Skills: I have about six years of experience in programming. The first programming language I learned is Python, which is mainly used for data analysis, web crawling, Tensorflow, deep learning, and building django framework.Using R language implement data analysis and data visualization, C language to Arduino IoT application. I also used to develop the system by Javascript (Node.js), familiar with SQL, and used solidity to develop blockchain related smart contracts and so on.



Future


In the past study period, I also served as an intern in some information-related industries and established the direction of my future career. Now, I am going to start my career, hoping to enter a company with well development and promising prospects in the future, and learn how large-scale teams work together, the real practical technology of the industry. I hope to find a position can put the things I learned in the past in a way of higher value and take the company to the next level.



Work experience





Paragraph image 01 00@2x 1a3881c875a7a1fb1e859435ef9363b5ddf36f4e73d1ad63a1a0af69f2a9f745

Web crawler outsourcing case

I Used python, with BS4 (Beautiful Soup) and Selenium to crawl the target data on the web, and then preprocess the original data, such as removing duplicate and error data, and finally output csv to present the results. (2016/9)

Big Data Analysis and Research Center of Soochow University

I was Responsible for pre-processing of data and dealing with data problem. Using python, through pandas and other packages to organize the data, take the case in charge as an example: combined the data of traffic accidents A1, A2, and A3 over the years with the data of the aboriginal traffic accidents and try to remove unreasonable and error data.(2017/2~2017/6)

Paragraph image 00 00@2x ebb59a6d9adb03673d06762584bb6a0cc401a7cc4bd081bb82ce6f841d95aa2b
Paragraph image 01 00@2x 1a3881c875a7a1fb1e859435ef9363b5ddf36f4e73d1ad63a1a0af69f2a9f745

Python Tutor

Teaching Python basic commands, data pre-processing, and how to use Machine Learning packages (such as KNN, Linear Regression... etc.).(2018/7~9)

Research Center for Information Technology Innovation

Serving as a research assistant, assisting researchers in literature review and data processing of experimental data, in the field of VR Business.(2018/7~8)

Paragraph image 00 00@2x ebb59a6d9adb03673d06762584bb6a0cc401a7cc4bd081bb82ce6f841d95aa2b
Paragraph image 01 00@2x 1a3881c875a7a1fb1e859435ef9363b5ddf36f4e73d1ad63a1a0af69f2a9f745

GfK Marketing Research Consulting Co., Ltd.-Data Processing Intern

I was Responsible for the collection and sorting of offline retailer sales data for the company to start further sales analysis. In addition, I also used Python to develop automated crawler programs to automatically crawl the sales data of online stores (such as PChome, shopee, momo, etc.), so that the data set of sales analysis is more complete.(2018/9~2019/3)

Helium Co, Ltd.(橘橘鏈科技)-Intern engineer 

During studying in chengchi(NCCU), I entered the company under the recommendation of my professor. The main business was to operate a citizen power plant, and the blockchain was used as the base of the system. At first, I was responsible for maintaining the system's automated testing code (using GitLab). After getting familiar with the project, began to participate in backend API development, such as users’ registration review, new user registration process, users purchase… etc. We implemented these functions with Node.js, Web3.js, Blockchain's Solidity and database SQL. Finally, in September 2020, I began to take over the project manager position, responsible for communicating with the boss and arranging front-end and back-end work schedules, although the project scale is not large , but learned a lot of system development related knowledge in this job.(2020/1~2021~6)

Paragraph image 00 00@2x ebb59a6d9adb03673d06762584bb6a0cc401a7cc4bd081bb82ce6f841d95aa2b

Skills


Backend Related

Node.js

C#

SQL

git

CI



Data Related

Data processing (Py)

Web crawler

Data Mining

Maching Learning

Deep Learning (TF)

NLP

Data Visualization



R Language

Data Visualization

Monte Carlo method



TOEIC

Projects 01 00@2x


Transcript at MS

Projects 01 00@2x


Transcript at MS

Projects 01 00@2x


Contest certificate

Projects 01 00@2x