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技術總監 L2 @和雲行動服務股份有限公司 (和泰汽車集團）2022 ~ Sekarang
・
Project Lead / Tech Lead / Team Lead / Senior Engineer
Dalam satu bulan
VB6 , MSSQL 學歷 Asia University / 亞洲大學 生物資訊 •Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh euismod tincidunt ut laoreet dolore magna aliquam erat volutpat. Asia University / 亞洲大學 資訊科學與應用 •Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh euismod tincidunt ut laoreet dolore magna aliquam erat volutpat. 技能 django Python django rest framework jQuery Bootstrap git MariaDB Angular Azure FastAPI Microservices Kubernetes/Docker Redis MongoDB KEDA Istio 語言 English — 進階
Reputation Credits1
Sudah bekerja
・
Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
10-15 tahun
Asia University / 亞洲大學
・
生物資訊
資深工程師 @資拓宏宇國際股份有限公司 International Integrated Systems, Inc.2015 ~ Sekarang
・
資深後端工程師
Dalam satu bulan
時，增加可靠度 以django3實作RESTful API，提供前端網頁串接取得資訊。同時提供外部使用者取得資料meta與下載資料。 結合wsgi server將現行django API服務擴展為muti-process與muti-thread之架構，增加服務數量 設計架設服務叢集系統，包含apache kafka, mysq(PXC),ELK避免發生系統單點失效，造成
Sudah bekerja
・
Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
6-10 tahun
National Taiwan University of Science and Technology
Senior Software Engineer @集客數據行銷(震豪網路媒體)2023 ~ Sekarang
・
Software Engineer / Backend Engineer
Dalam dua bulan
Justin Lin Taiwan, Taipei · [email protected] ·· github.com/jubeatwww Experience Lead Software Engineer • Digit Spark JanPresent | Taipei, Taiwan Manage and execute strategic refactoring projects for cost-efficient services, achieving a 35% reduction in database expenses. Guide my team through comprehensive refactoring of a 3TB database (2 billion records) and oversee architectural enhancements, achieving a drastic reduction in feature response times from over 10 minutes to under 5 seconds. Lead the infrastructure design and collaborate with the execution team to develop an advertising delivery system from scratch, achieving 100K daily ad views and accommodating
Sudah bekerja
・
Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
National Chiao Tung University
・
Computer Science
Past
MIS @上台科技股份有限公司2017 ~ 2023
・
前端工程師、後端工程師、全端工程師
Dalam satu bulan
Tidak bekerja
・
Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
中華科技大學
・
資管理系
工程師
Dalam dua bulan
.com/in/twtrubiks-a/ [email protected] 技能 - Odoo Python ERP, Django, Flask, gRPC - Postgres(lock, transaction-isolation), Master-Slave, PgBouncer - AWS, Docker, RTMP HLS, Jenkins, ELK (ILM, Filebeat) - GitHub Actions, Git Flow, - RESTful API, AsyncIO, ORM - Crawler, Line Bot, , Redis, RabbitMQ, Celery, Django Channels(聊天室) - Linux, NGINX Experience Software Engineer，帆達科技，台北 2023 年 8 月年 2 月 - 第三方 api 對接, 加解密, 簽名以及驗簽 - 微服務 gRPC - Django restful api - MySQL 主從架構
Tidak bekerja
・
Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
6-10 tahun
高雄應用科技大學
・
電機系Senior Front End Developer @Gemini Data Inc.2021 ~ Sekarang
・
Architect, Principal Software Engineer
Dalam satu bulan
Sudah bekerja
・
Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
10-15 tahun
Tunghai University
・
Computer Science產品專案經理/全端工程師 @FITI Foxsemicon (Foxconn Technology Group)2018 ~ Sekarang
・
Maker
Dalam satu bulan
Sudah bekerja
・
Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
10-15 tahun
國立台灣海洋大學 (NTOU)
・
系統工程暨造船學系
Past
外包-全端工程師 @艾力克電機2023 ~ 2023
・
前端工程師、後端工程師、全端工程師
Dalam dua bulan
式上撰寫老師提供的腳本。 撰寫開發書 在黃國豪教授的指導下撰寫情感機器人研發計畫，並摸索語言分析包括各種名詞等的功能。 技能 程式語言 Python、Java、C、C#、Golang 前端開發 Bootstrap、Vue、JavaScirpt、Jquery 後端開發 Django、Golang、Phoenix 資料庫 Mysql、Firebase、Mongodb、Postgresql、Redis 其他 Github、Unity、ISO27001、jwt、oauth2、AWS ec2、SA、OO
Tidak bekerja
・
Siap untuk wawancara
Magang / Tertarik bekerja jarak jauh
4-6 tahun
國立雲林科技大學
・
資訊管理系
資深前端工程師 @神坊資訊股份有限公司(霖園集團)2022 ~ Sekarang
・
前端工程師、後端工程師、全端工程師
Dalam satu bulan
減少組內文件的撰寫時間。 開課教導組內成員。其內容有 Vue 的開發、Docker使用。 德妮文教機構（網頁開發工程師） Dec 2018 ~ Jul 2020 Vue 2 / Django / GA3 / GCP 獨立開發商業功能 收費袋自動計算功能，幫助會計提升工作效率。 2～3 天降至 3～4 小時(每個月)，且減少近五成
Reputation Credits1
Sudah bekerja
・
Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
6-10 tahun
大葉大學 DaYeh University
・
資訊工程
經理 @鴻博資訊有限公司2015 ~ Sekarang
・
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
Dalam satu bulan
developer with extensive experience in Python programming, specializing in the development of AOI (Automatic Optical Inspection) systems. I excel in utilizing technologies such as OpenCV, Scikit-Image, scikit-learn, NumPy, Matplotlib, PyQt5, etc., to implement various functionalities. Additionally, I possess the ability to develop mobile applications using Django and React Native. I am proficient in using testing frameworks, GitHub for version control, and Docker for deployment. . Machine Learning and Deep Learning Here is a summary of the relevant technologies in the field of machine learning that I have researched and become familiar with over
Sudah bekerja
・
Siap untuk wawancara
Full-time / Hanya bekerja jarak jauh
10-15 tahun
崑工科技大學
・
電子工程Paket Perekrutan Paling Mudah dan Efektif, Pilihan Ratusan Perusahaan
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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.
Latar Belakang Profesional
Status sekarang
Siswa/Mahasiswa
Tahap pencarian kerja
Profesi
Data Scientist
Bidang Pekerjaan
Software
Pengalaman Kerja
Kurang dari satu tahun pengalaman kerja (2-4 tahun relevan)
Management
Saya berpengalaman mengelola 1-5 orang
Keterampilan
Bahasa
English
・
Menengah
Preferensi Pencarian Pekerjaan
Jabatan
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
Tipe Pekerjaan
Full-time
Lokasi
台灣新北台北, 台灣新竹市北新竹, 台灣台北板橋區新北, 台灣新竹市北
Bekerja jarak jauh
Tertarik bekerja jarak jauh
Freelance
Tidak
Pendidikan
Institusi Pendidikan
國立交通大學
Jurusan
工業工程與管理學系
楊佳儒 Roger Yong
I have experience in Statistical Tests, Data Analysis, Machine Learning, Deep Learning and Image Recognition. I am also with programming skills in Python, SQL, R, HTML. Besides that, I am a self-motivated person who is eager to gain more experience on programming and a good teamworker.
1996, New Taipei，TW 0939-121-671
[email protected]
Experience
IE Engineer / Vanguard International Semiconductor Corporation
2021 / 8 - 2021 / 10, 2022 / 2 - Present
Job Description:
- Tool Productivity Management Report System
- CAPEX New Tool Performance Tracing
- Abnormal Tool Performance Auto-Alarm Email
- IE Dept Database Development and Management
Python | Power BI | Oracle SQL | Microsoft SQL | Django | UiPath
AI Algorithm Intern / Gallant Precision Machining Co Ltd
2021 / 3 - 2021 / 6
Job Description:
Improve the algorithm by localizing and classifying defects on wafers.
By using machine learning and deep learning methods to improve the algorithm by localizing and classifying defects on wafers. The purpose is to rescue the overkilled wafer (which was supposed to be normal but was detected as a defective product by AOI machine).
Methodology:
- Resnet
- Densenet
- Defect Detection Using Denoising Convolutional Autoencoder
- Unsupervised Anomaly Detection Using Deep Autoencoding Gaussian Mixture model
Python | PyTorch | Machine Learning | Deep Learning | OpenCV
Automation Developer Intern / Vanguard International Semiconductor Corporation
2020 / 7 - 2020 / 8
Job Description:
- Face Recognition
- Lot ID Recognition
- Automation Report System Development
Python | PyTorch | OpenCV | UiPath | Power BI | Deep learning | Image Recognition |
Object Detection
Research Assistant / National Chiao Tung University Big Data Research Center
2018 / 7 - 2020 / 12
Job Description:
- Analyze the selection orientation and effectiveness of various courses in the college through statistics method or machine learning.
- Analyze world university rankings
- Analyze paper influence of Kaohsiung Medical University
- Course recommendation system
Data analysis | Database managemen | Statistical Tests | Machine Learning | Web crawler
Research Assistant / National Chiao Tung University
2019 / 9 - 2021 / 7
Research topics:
- Performance Analysis of F-policy GI/M/1/K Queuing System with Heterogeneous Service Rates
- Performance comparison of typical machine learning algorithms for abnormal prediction of process capability indicators under unbalanced data
Operation Research | Machine Learning | Deep Learning | Python | PyTorch
Industry-Academia Cooperation / CAR GO ENTERPRISE LTD.
2019 / 11 - 2020 / 6
Job Description:
- Warehouse management of customized motor vehicle parts vacuum forming process
- Quality monitoring system development
Database development | Data warehouse | Python | Django | PostgreSQL
EDUCATION
Master of Industrial Engineering and Management
National Chiao Tung University
2019 / 9 - 2021 / 7
Bachelor of Industrial Engineering and Management
National Chiao Tung University
2015 / 9 - 2019 / 6
Skill
Programming
Python, R, SQL, Power BI
Skill
Data Analysis, Operation Research, Machine Learning, Statistic, Deep Learning, Database management
Research Program
Assessing Create, Interdisciplinary and Hand-on Learning Outcomes in Innovative Creative Technology Co-working Space
2019/ 7 - 2020/ 6
Analyze the selection orientation and effectiveness of various courses in the college through statistics method or machine learning... etc.
Optimal Inventory Replenishment Policy for a Multi-server Queueing System with Balking, Reneging and Feedback
2020/9 - 2020/ 7
Performance Analysis of GI/M/1/K Queuing System with F-policy and Heterogeneous Service Rates and Optimization
Performance Comparison Of Typical Machine Learning Algorithms For Abnormal Prediction Of Process Capability Indicators Under Unbalanced Data
2020/ 9 - 2021/ 7
Establish interpretable and repayable predictive models through the typical machine learning algorithms, and use process capability indicators as the response variables for consistent quality abnormalities, abnormal production yields, and abnormal process capabilities to compare the performance of different algorithms in limited samples.
OTHERS
The 16th Annual Meeting of the Operations Research Society of Taiwan (ORSTW 2020)
Date : 2020/11/16
subject : The Application of Statistics and Quantity Method
Thesis Topic: Performance Analysis of GI/M/1/K Queuing System with F-policy and Heterogeneous Service Rates
Journal Article-Journal of Industrial and Management Optimization (JIMO)
楊佳儒 Roger Yong
I have experience in Statistical Tests, Data Analysis, Machine Learning, Deep Learning and Image Recognition. I am also with programming skills in Python, SQL, R, HTML. Besides that, I am a self-motivated person who is eager to gain more experience on programming and a good teamworker.
1996, New Taipei，TW 0939-121-671
[email protected]
Experience
IE Engineer / Vanguard International Semiconductor Corporation
2021 / 8 - 2021 / 10, 2022 / 2 - Present
Job Description:
- Tool Productivity Management Report System
- CAPEX New Tool Performance Tracing
- Abnormal Tool Performance Auto-Alarm Email
- IE Dept Database Development and Management
Python | Power BI | Oracle SQL | Microsoft SQL | Django | UiPath
AI Algorithm Intern / Gallant Precision Machining Co Ltd
2021 / 3 - 2021 / 6
Job Description:
Improve the algorithm by localizing and classifying defects on wafers.
By using machine learning and deep learning methods to improve the algorithm by localizing and classifying defects on wafers. The purpose is to rescue the overkilled wafer (which was supposed to be normal but was detected as a defective product by AOI machine).
Methodology:
- Resnet
- Densenet
- Defect Detection Using Denoising Convolutional Autoencoder
- Unsupervised Anomaly Detection Using Deep Autoencoding Gaussian Mixture model
Python | PyTorch | Machine Learning | Deep Learning | OpenCV
Automation Developer Intern / Vanguard International Semiconductor Corporation
2020 / 7 - 2020 / 8
Job Description:
- Face Recognition
- Lot ID Recognition
- Automation Report System Development
Python | PyTorch | OpenCV | UiPath | Power BI | Deep learning | Image Recognition |
Object Detection
Research Assistant / National Chiao Tung University Big Data Research Center
2018 / 7 - 2020 / 12
Job Description:
- Analyze the selection orientation and effectiveness of various courses in the college through statistics method or machine learning.
- Analyze world university rankings
- Analyze paper influence of Kaohsiung Medical University
- Course recommendation system
Data analysis | Database managemen | Statistical Tests | Machine Learning | Web crawler
Research Assistant / National Chiao Tung University
2019 / 9 - 2021 / 7
Research topics:
- Performance Analysis of F-policy GI/M/1/K Queuing System with Heterogeneous Service Rates
- Performance comparison of typical machine learning algorithms for abnormal prediction of process capability indicators under unbalanced data
Operation Research | Machine Learning | Deep Learning | Python | PyTorch
Industry-Academia Cooperation / CAR GO ENTERPRISE LTD.
2019 / 11 - 2020 / 6
Job Description:
- Warehouse management of customized motor vehicle parts vacuum forming process
- Quality monitoring system development
Database development | Data warehouse | Python | Django | PostgreSQL
EDUCATION
Master of Industrial Engineering and Management
National Chiao Tung University
2019 / 9 - 2021 / 7
Bachelor of Industrial Engineering and Management
National Chiao Tung University
2015 / 9 - 2019 / 6
Skill
Programming
Python, R, SQL, Power BI
Skill
Data Analysis, Operation Research, Machine Learning, Statistic, Deep Learning, Database management
Research Program
Assessing Create, Interdisciplinary and Hand-on Learning Outcomes in Innovative Creative Technology Co-working Space
2019/ 7 - 2020/ 6
Analyze the selection orientation and effectiveness of various courses in the college through statistics method or machine learning... etc.
Optimal Inventory Replenishment Policy for a Multi-server Queueing System with Balking, Reneging and Feedback
2020/9 - 2020/ 7
Performance Analysis of GI/M/1/K Queuing System with F-policy and Heterogeneous Service Rates and Optimization
Performance Comparison Of Typical Machine Learning Algorithms For Abnormal Prediction Of Process Capability Indicators Under Unbalanced Data
2020/ 9 - 2021/ 7
Establish interpretable and repayable predictive models through the typical machine learning algorithms, and use process capability indicators as the response variables for consistent quality abnormalities, abnormal production yields, and abnormal process capabilities to compare the performance of different algorithms in limited samples.
OTHERS
The 16th Annual Meeting of the Operations Research Society of Taiwan (ORSTW 2020)
Date : 2020/11/16
subject : The Application of Statistics and Quantity Method
Thesis Topic: Performance Analysis of GI/M/1/K Queuing System with F-policy and Heterogeneous Service Rates