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6-10 years
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Avatar of Justin Liu.
Avatar of Justin Liu.
Manager @GOMAJI 夠麻吉
2017 ~ Present
Project Lead / Tech Lead / Team Lead / Technical Manager
Within one month
hybrid cloud architecture using GCP, especially include local K8S, GaKE, Docker and other services. Implemented CI/CD systems and designed internal software processes, communicating closely with executive leadership. (2) Achievement: Enhanced IT infrastructure flexibility and scalability, improved system reliability and operational efficiency, reduced costs. 4. Data Platform and Personalized Recommendation System: (1) Responsibility: Built AWS data platform including ETL, data warehousing, and lakes. Led development of a personalized recommendation system using AWS Personalize, custom algorithm and Generative AI, e.g. OpenAI, Genimi. (2) Achievement: Boosted customer conversion rates by 2% through
Team Lead
Management Team
Cloud Architecture
Employed
Ready to interview
Full-time / Interested in working remotely
10-15 years
Shih Hsin University
Management Information Systems, General
Avatar of 鄒適文.
Avatar of 鄒適文.
Past
Lead Data Scientist / Senior Data Scientist @Vinnovation Network 維諾森資訊科技
2022 ~ 2023
資料科學家、資料科學工程師、機器學習工程師
Within one month
in Data Analysis, Machine Learning and Deep Learning, familiar with Modeling, Data Analysis, Image Processing, Machine Learning, and Deep Learning. Taipei City, Taiwan WORK EXPERIENCE Lead Data Scientist / Full Stack Data Scientist, Vinnovation Network, Taipei, Taiwan Data Engineering / Data Analysis Spearheaded the development of a fully automated data integration pipeline that aggregated diverse data sets into a S3 Data Lake. Successfully integrated a range of data sources, including real-time data feeds from AWS Redshift and DocumentDB, as well as batch processes to import traditional CSV files. Utilized Databricks for large-scale data processing, leveraging
python
tensorflow
keras
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
台灣大學
大氣科學所
Avatar of 姚璇亨.
Avatar of 姚璇亨.
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
Henry Yao A cross-disciplinary self-learner, versatile data worker. People-oriented, technology-guided; integrating resources to solve problems; exploring the unknown to build knowledge. Work Experience Business Analyst KGI Bank • DecemberPresent - Conducted data engineering and Python programming for the "Eagle Eye Fraud Detection Alliance" project - Developed predictive models using tree-based algorithms and customer segmentation K-Means - Created automated multisource web crawlers for business usage and deployed to Google Cloud Run - Developed Tableau dashboards for multi-dimensional analysis of inventory and sales Data Analysis Engineer Taiwan E Chain Medhealth • OctoberJulyUsed Linux, Git, Docker for backend development, collaborating
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 Yen-Shou Hsieh.
Avatar of Yen-Shou Hsieh.
技術專理 @鴻海
2018 ~ Present
軟體工程師、系統架構師、PM、技術主管、AI工程師
Within one month
R 語言。 專案: CHR 「人格測評信效度驗證」 數據分析 空壓機數據分析 電鍍製程數據分析 鋼捲數據分析競賽 交通影像辨識模型建模 Conduct field assessment, issue identification, data filtering, data engineering, modeling, prediction, result visualization, and analysis on data provided by the field. Also, construct code for data automation processing project requirements, primarily utilizing Python, with some usage of the R language. CHR "Personality Assessme...
Java
python
R
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立雲林科技大學
資訊管理
Avatar of 鄭凱元.
Avatar of 鄭凱元.
AI Engineer @TSMC 台積電
2022 ~ 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
. Mechanical Engineer (Vehicle Chassis), HAITEC, 2016//4 Design and develop steering wheel and airbag. SKILLS Programming Python C++ Development Tools PyTorch OpenCV Linux Docker Git Domain knowledge Super resolurion Object detection Face detection and recognition Machine Learning Web Crawling EDUCATION INSTITUTE FOR INFORMATION INDUSTRY Data Engineering and Data Analytics Intensive Training Program (2018//11) NATIONAL TAIWAN UNIVERSITY (NTU) Master of Mechanical Engineering (2013//7) NATIONAL TAIWAN UNIVERSITY (NTU) Bachelor of Mechanical Engineering (2009//6) CERTIFICATES Microsoft Professional Program: Data Science Certificate TOEIC Golden Certificate (915/990) PROJECTS
Python
machine learning
Linux
Employed
Full-time / Interested in working remotely
4-6 years
國立臺灣大學 (National Taiwan University)
機械工程研究所
Avatar of the user.
Avatar of the user.
Senior Data Scientist @PTI 力成科技
2016 ~ Present
大數據分析,資料科學家,資料工程師,AI工程師
Within one month
Data Augmentation for Rare Defect Images
Signal Processing & Recognition
Administrator for Engineering Data Analysis System
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
逢甲大學
Applied Mathematics
Avatar of GISH Shao.
Avatar of GISH Shao.
AI Engineer/系統開發工程師 @中信金控_台灣人壽保險股份有限公司
2022 ~ Present
AI Engineer
Within one month
data. ETL data and construct data pipelines for retraining models/in production. Working in RPA( Robotic Process Automation) team, Web Scraping(crawler) and automating routine tasks to achieve labor cost reduction. JuneMay 2020 Data Scientist Intern @ Cathay Financial Holdings. 國泰金控 Digital data & Technology (DDT, 數數發) Research into Interpretable Machine Learning and its existing algorithms. Experimented LIME & SHAP on open data. ( GitHub ) Real Estate Evaluation model – Geographical/Credit Card data gathering, cleaning, feature engineering (Hit-rate performance improved from 55% to 70%) Python Machine learning Data Pipelines
Python
SQL
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立台灣大學 National Taiwan University
Business Administration
Avatar of 陳婉玲.
Avatar of 陳婉玲.
Analyst @Business Next Media Corp.
2017 ~ 2019
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
Wan-Ling (Lyn), Chen CAREER SUMMARY 7 years of diverse data and AI experience in engineering and advisory roles across varied industries. Provided end-to-end advisory on data and AI solutions, covering data platforms, lakehouse architecture, data security & LLM. Led PoCs delivery, solution design, and workshop execution for clients' digital transformation. Managed data architecture across 70 global offices, demonstrating adaptability in complex data landscapes. Actively participated in projects addressing board portfolios such as data and AI, security, and automation. Achieved a 76.6% revenue boost through strategic volume monetization. Goal-oriented, curious
Python
SQL/MySQL
Databases
Employed
Full-time / Interested in working remotely
4-6 years
National Taiwan University
Psychology
Avatar of the user.
Avatar of the user.
Software Engineering Section Manager @仁寶
2023 ~ Present
Lead Designer, Senior Consultant, Design Manager
Within one month
Python
Docker
DevOps
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
National Taipei University of Technology
電機系
Avatar of the user.
Avatar of the user.
Senior engineer @Chicony Electronics Co, Ltd.
2018 ~ Present
全端工程師、後端工程師、前端工程師、軟體專案主管、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
Python
C
C++
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
National Taiwan Ocean University
Computer science and engineering

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Within one month
Technical Consultant - IoT & Edge Computing
Logo of IBM Taiwan.
IBM Taiwan
2021 ~ Present
Taoyuán, 台灣
Professional Background
Current status
Employed
Job Search Progress
Ready to interview
Professions
Front-end Engineer
Fields of Employment
Software
Work experience
6-10 years
Management
None
Skills
React Hooks
Javascript(ES6)
Lodash
plotly
Material-UI
LESS
css grid
CSS Flexbox
RESTfulAPI
MQTT
WebSocket
Angular
PrimeNG
Echarts
Languages
English
Intermediate
Job search preferences
Positions
Front-End Developer
Job types
Full-time
Locations
Taipei, 台灣
Remote
Interested in working remotely
Freelance
Yes, I freelance in my spare time
Educations
School
中原大學 Chung Yuan Christian University
Major
資訊工程
Print

Andy Lee

IBM Taiwan, Technical Consultant – IoT & Edge Computing                                                        

      As a Technical Consultant at IBM Taiwan, I have extensive expertise in MES Web application development, subsystem maintenance, and customization. My deep knowledge spans front-end technologies like Angular and React, and I've played a pivotal role in web page development, statistical charting, and system integration. Beyond my professional realm, I've collaborated with academic institutions, working on system integration projects involving web crawlers, Line ChatBot, Google Vision API, and Google Map API. Looking ahead, I'm committed to enhancing my skills in software engineering, aspiring to excel as a system architect and continuing to master the art of systematic development post-requirement discussions.

Email: [email protected], Linkedin: https://www.linkedin.com/in/dsbrutha777/, Phone: 0975269386


Work Experience

國際商業機器 IBM Taiwan, Technical Consultant – IoT & Edge Computing

                                                                        

1. Preventive Maintenance System (PMS) 

          By enhancing the preventive maintenance plan for equipment, through proactive scheduling of maintenance and inspection tasks, along with systematic management of equipment maintenance duties, we aim to reduce the risk of equipment failures, minimize downtime, increase equipment efficiency, and save on repair costs

                                                       

    

2. Whole Factory Monitoring (WFM)

According to the two-dimensional factory floor plan provided by the customer, locate the coordinates of the relative position on the floor plan, output it as a json file, and change the color to the color of the pre-defined machine state on the system by the coordinate data. The current state of the machine and monitor the whole factory in a relatively real-time state.


3. Report System (RPT) 

According to the requirements provided by the customer, the data is extracted from the MES database and the historical database, and after the data is sorted, the appropriate charts are output according to the work situation of the field personnel for presentation to speed up the field work efficiency.


4. MES Web

Change the old version of MES (Java GUI) to WEB for presentation and do extended development according to the problems raised by customers to meet customer needs.

 

台達電子 Delta Electronics Inc., Senior Software Engineer

1. Statistical Process Control (SPC)

Through the control chart and analysis chart, users can grasp the current production data status, and create events when the data exceeds the control or specification limit and notify relevant personnel to troubleshoot problems, shorten the time of abnormal data, improve the quality and yield of the production process, and reduce the user's production cost the ultimate goal.


2. In-Process Quality Control (IPQC)

Most factories require a lot of manpower as a bridge between equipment and production line due to the difficulty of data integration. Therefore, many factories still use paper-based methods to inspect equipment at a specific time when doing IPQC inspection work. This team developed Digital inspection list to achieve paperless and automated processes to reduce labor and time costs of inspection work


3. Overall Equipment Effectiveness Dashboard (OEE Dashboard)

Through OEE indicators, the factory site personnel can grasp the status of the equipment in real time, thereby ensuring the stability of the production process.


4. Predictive Maintenance (PDM)

Collect equipment data and train models through sensors and controllers to learn equipment or parts damage in advance, so as to facilitate subsequent equipment replacement and repair work, thereby reducing the downtime of the production line and improving production efficiency and reduce the production of defective products to reduce production costs.


Personal Experience

1. Google Vision API integration ( NTU Department Of Horticulture and Landscape Architecture ) 

Develop a Node program and package it into an executable file, place the executable file in the planned folder structure, analyze the photos provided by the user through google vision api, and write the returned results into EXCEL


2. Google Reviews & Google Map integration ( NTU Department Of Horticulture and Landscape Architecture )

Integrate Google Map API and Wextractor API to obtain review data and user-uploaded images and write them into the database for users to download EXCEL


3. Line Chatbot

Develop interactive mini-games, and integrate different web services into Chatbot and use rich menus as service entrances


Resume
Profile

Andy Lee

IBM Taiwan, Technical Consultant – IoT & Edge Computing                                                        

      As a Technical Consultant at IBM Taiwan, I have extensive expertise in MES Web application development, subsystem maintenance, and customization. My deep knowledge spans front-end technologies like Angular and React, and I've played a pivotal role in web page development, statistical charting, and system integration. Beyond my professional realm, I've collaborated with academic institutions, working on system integration projects involving web crawlers, Line ChatBot, Google Vision API, and Google Map API. Looking ahead, I'm committed to enhancing my skills in software engineering, aspiring to excel as a system architect and continuing to master the art of systematic development post-requirement discussions.

Email: [email protected], Linkedin: https://www.linkedin.com/in/dsbrutha777/, Phone: 0975269386


Work Experience

國際商業機器 IBM Taiwan, Technical Consultant – IoT & Edge Computing

                                                                        

1. Preventive Maintenance System (PMS) 

          By enhancing the preventive maintenance plan for equipment, through proactive scheduling of maintenance and inspection tasks, along with systematic management of equipment maintenance duties, we aim to reduce the risk of equipment failures, minimize downtime, increase equipment efficiency, and save on repair costs

                                                       

    

2. Whole Factory Monitoring (WFM)

According to the two-dimensional factory floor plan provided by the customer, locate the coordinates of the relative position on the floor plan, output it as a json file, and change the color to the color of the pre-defined machine state on the system by the coordinate data. The current state of the machine and monitor the whole factory in a relatively real-time state.


3. Report System (RPT) 

According to the requirements provided by the customer, the data is extracted from the MES database and the historical database, and after the data is sorted, the appropriate charts are output according to the work situation of the field personnel for presentation to speed up the field work efficiency.


4. MES Web

Change the old version of MES (Java GUI) to WEB for presentation and do extended development according to the problems raised by customers to meet customer needs.

 

台達電子 Delta Electronics Inc., Senior Software Engineer

1. Statistical Process Control (SPC)

Through the control chart and analysis chart, users can grasp the current production data status, and create events when the data exceeds the control or specification limit and notify relevant personnel to troubleshoot problems, shorten the time of abnormal data, improve the quality and yield of the production process, and reduce the user's production cost the ultimate goal.


2. In-Process Quality Control (IPQC)

Most factories require a lot of manpower as a bridge between equipment and production line due to the difficulty of data integration. Therefore, many factories still use paper-based methods to inspect equipment at a specific time when doing IPQC inspection work. This team developed Digital inspection list to achieve paperless and automated processes to reduce labor and time costs of inspection work


3. Overall Equipment Effectiveness Dashboard (OEE Dashboard)

Through OEE indicators, the factory site personnel can grasp the status of the equipment in real time, thereby ensuring the stability of the production process.


4. Predictive Maintenance (PDM)

Collect equipment data and train models through sensors and controllers to learn equipment or parts damage in advance, so as to facilitate subsequent equipment replacement and repair work, thereby reducing the downtime of the production line and improving production efficiency and reduce the production of defective products to reduce production costs.


Personal Experience

1. Google Vision API integration ( NTU Department Of Horticulture and Landscape Architecture ) 

Develop a Node program and package it into an executable file, place the executable file in the planned folder structure, analyze the photos provided by the user through google vision api, and write the returned results into EXCEL


2. Google Reviews & Google Map integration ( NTU Department Of Horticulture and Landscape Architecture )

Integrate Google Map API and Wextractor API to obtain review data and user-uploaded images and write them into the database for users to download EXCEL


3. Line Chatbot

Develop interactive mini-games, and integrate different web services into Chatbot and use rich menus as service entrances