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De 4 a 6 años
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Avatar of Vu Nguyen Ngoc Quang.
Avatar of Vu Nguyen Ngoc Quang.
Past
Mobile App Developer @Apple Inc.
2014 ~ Presente
Lead Infrastructure Engineer
En el plazo de dos meses
libraries for predictive analysis of customer behavior. Designed and implemented a scalable data warehouse architecture using Apache Cassandra, PostgresDB, and Redis. Optimized database performance by tuning queries in SQL Server, Oracle and PostgreSQL databases. Implemented efficient data processing algorithms on large datasets with Apache Spark, MapReduce, and Pandas Python. Created dashboards in Tableau Desktop Professional Edition to visualize complex datasets in an interactive manner. Created custom scripts to automate the extraction, transformation, and loading of Big Data into distributed systems. Utilized Amazon Web Services components such as EMR and S3 buckets for cloud computing
Machine learning
Virtualization Technologies
Pandas Python
Desempleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
6-10 años
Avatar of the user.
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
En un mes
Data Science
Data Analysis
Machine Learning
Desempleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
洛桑聯邦理工學院(EPFL)
神經科學
Avatar of 宋浩茹 Ellie Sung.
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
En un mes
宋浩茹 Hao-Ru Sung| [email protected] | LinkedIn | GitHub A s a Research Assistant at Academia Sinica , specializing in Generative AI research and application. With 3 + years of experience in NLP a nd Machine Learning , along with 4+ years in Backend Development . Proficient at translating complex theories into practical applications. Skills Languages: Python, R, SQL, MATLAB, C, C#, JavaScript, Node.js Software & Tools: PyTorch, PyTorch Lightning, Tensorflow, Scikit-Learn, NLTK , GCP, Linux, SQL / NoSQ , Pandas, Hugging Face, Gradio, LangChain, Tensorflow, Keras, FastAPI, OpenCV, Airflow
Python
R
Natural Language Processing (NLP)
Empleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
國立政治大學(National Chengchi University)
資訊科學系
Avatar of 王文祥.
Avatar of 王文祥.
經理 @鴻博資訊有限公司
2015 ~ Presente
軟體工程師、電玩程式設計師、後端工程師、APP開發工程師、演算法開發工程師
En un mes
Computing Library) : Numpy is one of the core libraries for numerical computing in Python. It provides powerful mathematical functions and array operations, capable of handling multidimensional arrays and matrix operations. In data processing and analysis, Numpy is an indispensable tool for efficiently handling large amounts of data. Pandas (Data Analysis Library) : Pandas is an important library in Python for data analysis and data processing. It offers powerful data structures such as DataFrame and Series, making data reading, manipulation, and analysis more convenient and efficient. Pandas is well-suited for tasks such a...
Python
AOI
MES
Empleado
Listo para la entrevista
A tiempo completo / Sólo a distancia
10-15 años
崑工科技大學
電子工程
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
En un mes
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,輸出未來經濟景氣趨勢階段。 技術:Pytorch、Pandas、Numpy、 Sklearn 論文發表 • Chen, X. Z., Li, M. C. , & Chen, Y. L, January). Strategies for Helping Anchor-Based Trackers Learn re-ID Features for Smart City Surveillance. In 2024 IEEE International Conference on Consumer Electronics (ICCE) (ppIEEE. • Li
Machine Learning
Computer Vision
Pytorch/Tensorflow
Desempleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
國立臺北科技大學
資訊工程
Avatar of 林育維.
Avatar of 林育維.
ASP.NET Full Stack Engineer @日月光半導體製造股份有限公司
2024 ~ Presente
後端工程師/軟體工程師
En un mes
端工程師 緯創軟體 五月十月 2023Taipei, Taiwan 【Wafer Data Correlation專案】 比對晶圓同 product 不同批的 lot 或 wafer 間的關聯性 利用Python的 Sanic Framework 建置後端API 透過Pandas處理資料流 規劃 DB Table 間的Constraint和重構效率差之DML語法 【Defect Loader專案】 尋找 wafer 缺陷圖片&搬運 利用Spring Boot建置 【Docker&K8s】 1. 上述的專
Vue.js
Python
Java
Empleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
義守大學
資訊管理學系
Avatar of Danny_Teng.
Avatar of Danny_Teng.
Software Engineering Section Manager @仁寶
2023 ~ Presente
Lead Designer, Senior Consultant, Design Manager
En un mes
Danny_Teng DOMAIN KNOWLEDGE -Smart wearable devices / Smart medicine -Product testing and quality assurance process improvement. -Manufacturing product test program development. -Automatic tool development. -Graphical user interface development. -Robot arm system : ABB, Rotot Studio -Interactive Control : VISA, SCPI, GPIB -Supervised learning: Data Annotation / Data Labeling -Smart manufacturing -DevOps TECHNICALS SKILLS -Python / PyQt / Pandas / Openpyxl / PyVisa / Pywinauto / Crawler / FastAPI -VUE.js / PostgreSQL / Linux / Prestd / Docker / JavaScript -ABB Robot / Robot Studio / RAPID Taipei, Taiwan 工作經歷 Software Engineering Section
Python
Docker
DevOps
Empleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
6-10 años
National Taipei University of Technology
電機系
Avatar of the user.
Avatar of the user.
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
En un mes
Python
Power BI
Data Analytics
Empleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
6-10 años
國立成功大學 National Cheng Kung University
Mechanical Engineering
Avatar of the user.
Avatar of the user.
Past
Senior Firmware Engineer @Artesyn Embedded Technologies
2019 ~ 2022
韌體工程師/軟體工程師/控制工程師/演算法工程師/
En un mes
C
Python
C/C++
Desempleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
6-10 años
日本電氣通信大學 The University of Electro-Communications (UEC)
Robotics Engineering
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 ~ Presente
AI Engineer
En un mes
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 Web Crawlers PyTorch, Airflow, Pandas, docker SQL Extract-Transform-Load(ETL) Efficiency(Window Functions) Language Chinese(Native) English (TOEIC 905/990 TOEFL 96/120) Project(@ Esun only) ( Powerpoint demo link, clic...
Python
SQL
Empleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
國立台灣大學 National Taiwan University
Business Administration

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Más de un año
橘橘鏈科技股份有限公司
2020 ~ 2021
Taiwan
Professional Background
Situación actual
Empleado
Progreso en la búsqueda de empleo
No está abierto a oportunidades
Professions
Software Engineer
Fields of Employment
Experiencia laboral
Menos de 1 año
Management
Ninguno
Habilidades
Python
Machine Learning
R
Deep Learning
Node.js
SQL
C#
Git
JavaScript
Idiomas
Job search preferences
Posición
Software Engineer / Backend Engineer
Tipo de trabajo
A tiempo completo
Ubicación
A distancia
Freelance
Educación
Escuela
國立政治大學(National Chengchi University)
Mayor
資訊管理所
Imprimir

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
Perfil

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