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Senior AI Research/Engineer (part-time) @NeuroBonic Inc.
2022 ~ 2023
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
PyTorch
Machine Learning
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
National Yang Ming Chiao Tung University
Computer Science
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Avatar of the user.
Senior software engineer @Compal Electronic, Inc.
2019 ~ Present
AI工程師、後端工程師
Within one month
Deep Learning
AOI
c#
Employed
Full-time / Interested in working remotely
4-6 years
National Kaohsiung University of Applied Sciences
Computer science and information engineering
Avatar of 余鎧企.
Avatar of 余鎧企.
Software Engineer @三維人股份有限公司
2020 ~ Present
前端工程師 Front-End Developer
Within one month
E6%A9%9F/idGaius 蓋亞汽車 Gaius App: https://apps.apple.com/tw/app/gaius-pro/idSide Project 樂台計畫 | 大專院校音樂賽事平台~ Present. 全台 26 所大專院校合作,8000 位用戶,獲教育部 EC-SOS 計畫 10 萬元創業基金 台灣國家公園入園機器人 Tech Stack:NodeJS Puppeteer, ChatGPT-4, Deep Learning (TensorFlow, CNN), Docker, Azure ACI, Azure VM
React.js
React Native
Docker
Employed
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
國立臺北科技大學
資訊工程
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Avatar of the user.
人工智慧研發工程師 @睿訊有限公司
2019 ~ Present
Within one year
Python
Django
tensorflow
Full-time / Interested in working remotely
10-15 years
國立政治大學
資料科學
Avatar of 林俊宇.
Avatar of 林俊宇.
副理 @永豐金證券
2008 ~ 2021
後端、智能合約、區塊鏈開發、Net 開發、系統分析
Within one month
行與 NFT 發行。 技能 Programming C#、VB.Net ASP.NET Core、Windows Form、 ASP.Net Core MVC、Web API、gRPC、Crystal Report Python SQL、MS SQL Server SSIS、Redis Git、GitLab CI/CD、Docker、Docker Swarm、NetMQ AI Python、Pandas、Numpy Machine LearningDeep Learning Tensorflow、Keras CNN、RNN、NLP BlockChain Solidity HardHat Truffle 證照 證券商業務員、 期貨商業務員 風險管理人員資格 證券商自有資本適足比率進階計算法
C#
Vb.Net
Solidity
Employed
Full-time / Not interested in working remotely
More than 15 years
新埔工專
電子科
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
Chun-Jung Huang [email protected] Chiao-Tung University, Ph.D. - Photonics,2015 ~ 2020 Member of The Phi Tau Phi Scholastic Honor Society of the Republic of China. Work Experience TSMC, OPC Chief Engineer (MarPresent) ◆Introduced image anomaly detection techniques to identify and address defects in photomask manufacturing, significantly improving product quality 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
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 莊鈞諺.
Avatar of 莊鈞諺.
Expertise & Innovation Lead, Cloud @fifty-five
2023 ~ Present
Cloud Solution Architect
Within one month
SEO for major platforms. - Large-Scale Website Project: Contributed to a high-value SaaS website launch, overseeing deployment and development. - Data Analysis & Systems : Developed GCP-centric data systems, boosting data integration and analysis. - Team Leadership & Innovation: Created a Vertex AI recommendation engine, advancing data team methodologies. EducationNational Chengchi University MS in Computer Science Thesis:Explainable Deep Learning-Based Recommendation Systems: Enhancing the Services of Public Sector Subsidy Online Platform Courses Taken: Big Data Analytics, Data mining, Reinforce Learning, Algorithm and BlockchainNational Cheng Kung University MS in Resource Engineering Thesis: Text-mining and machi...
Google Analytics
Google Tag Manager
Data Mining
Employed
Full-time / Interested in working remotely
4-6 years
National Chengchi University
Computer Science
Avatar of 林暉騰.
Avatar of 林暉騰.
AI與機器視覺工程師 @群創光電股份有限公司 InnoLux Corporation
2022 ~ Present
Software Engineer
Within one month
Breathing Behaviour and Automatic Action Recognition 2015 From IP to Import Program Top資訊科技盃實務競賽 甲等  2015 New Taipei Industrial Value Creation Program for Academia 2015 Taipei International Invention Show & Technomart 2015 Taiwanese Society of Biomedical Engineers Image Processing Familiar with C++/Java development 5+ years experience in OpenCV development 6+ months experience in Image-J plug-in development Deep Learning 2 year experience in Python 2 year experience in Tensorflow 6+ months experience in Tensorflow-Lite Other 3+ years experience in Android development TOEIC :
Deep learning with TensorFlow
Keras
Computer Vision
Employed
Not open to opportunities
Full-time / Not interested in working remotely
4-6 years
國立臺灣科技大學 National Taiwan University of Science and Technology
醫學工程
Avatar of Hao-Chun (Chad) Yang.
Avatar of Hao-Chun (Chad) Yang.
Senior Machine Learning Engineer @C-Media Electronics
2020 ~ 2021
Machine Learning Scientist, Data Scientist
Within one month
Hao-Chun (Chad) Yang Ph.D Ph.D Graduate @NTHU (EE) | Seeking AI/ML R&D Position | Speech, IOT, Health Informatics, Computational Neuroscience | pytorch, tensorflow Room 315, General Building III, No. 101, Section 2, Kuang-Fu Road,Hsinchu City, Taiwan Skills Programming Programming: Python, Matlab DevOps: AWS, GCP, Git, Docker Deep Learning: Pytorch, Tensorflow, Keras ML& Data Science: Sklearn, Numpy, Pandas, Matplotlib MLOps: MLflow, W&B Special HonorsBest Challenge Poster - Physionet/CINC ChallengeTravel Grants - IEEE SPS SocietyPresident Scholarship - NTHU Education National Tsing Hua University Ph.D. in Electrical Engineering (SepPresent) National Tsing
Python
pytorch
tensorflow
In military service
Full-time / Interested in working remotely
4-6 years
清華大學
電機工程
Avatar of 장윤식.
More than one year
algorithm이나 Overfitting을 피하기 위해서 적용 기법 학습. Education 서울과학기술대학교 문예창작학과 전공, IT 융합 소프트웨어 전공Skills Artificial Intelligence Machine Learning Deep learning with TensorFlow Django Spark JAVA Project 피부 고민을 입력해봐 앱 : TF-IDF, BERT 활용 django 기반 화장품 추천 웹 앱 투자 유지 100억 이상 회사 복지 검색 앱 : 취
Artificial Intelligence
Machine Learning
Deep learning with TensorFlow
Intern / Interested in working remotely
More than 15 years
서울과학기술대학교
문예창작학과 전공, IT 융합 소프트웨어 전공

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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