CakeResume Talent Search

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4-6 years
6-10 years
10-15 years
More than 15 years
New Taipei City, Taiwan
Avatar of Jacob Lee.
Avatar of Jacob Lee.
Senior Software Development Engineer @奔騰網路
2023 ~ Present
資深後端工程師
Within one month
model to make the company’s private AI (Vector DB), or connecting to the API of public generative AI through prompt, or It uses golang and k8s api to create extensions, yaml or Terraform for automated deployment. 4. Use tensorflow's forests decision prediction to obtain some information, machine learning frameworks such as tensorflow and pytorch, and also use huggingface's lib to connect multiple models (self-study of basic AI or machine learning and other related knowledge), and also study google self attention model, etc. 5. Experience in using multiple clouds, and using Terrafrom to
C#
Python
AI & Machine Learning
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
臺灣國立空中大學
資訊管理學系
Avatar of the user.
Avatar of the user.
Data Scientist @Vizuro
Manager
Within one month
AI & Machine Learning
Airflow
AWS
Employed
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
National Taiwan University
Quantum Computation and Information Science and Technology
Avatar of the user.
Avatar of the user.
產品暨行銷發展處 專案經理 @台灣智慧雲端服務股份有限公司
2022 ~ Present
專案經理、產品經理、系統分析師
Within one month
專案管理
系統架構規劃
產品規劃
Employed
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
資策會_財團法人資訊工業策進會
智慧應用微軟C#工程師養成班
Avatar of the user.
Avatar of the user.
Founder @MyDearTeacher
2014 ~ 2022
Data, backend or project management
Within six months
Python
Machine Learning
Deep Learning
Employed
Full-time / Interested in working remotely
6-10 years
University of Colorado Boulder
Data Science
Avatar of Po-Yi Lu.
Avatar of Po-Yi Lu.
全端工程師 @陽明交通大學
2020 ~ Present
軟體工程師
More than one year
MySQL MongoDB DevOps Docker Git, SVN Linux Work Experience National Yang-Ming Chiao-Tung University, AugPresent Full-stack engineer Built 76 microservices, starting from designing architectures and building features into scalable components. Designed and handled monthly 30k+ Restful APIs by Nodejs on Ubuntu, Docker requests. Built an AI model in machine learning for readmission, resulting in an AUC of 66% (updated research) to 80%. Constructed and maintained 8 physical and cloud servers for all services. Integrated 10 Python AI models (input includes high-quality medical images and structured data) to Restful APIs and web services
Python
Git
SVN
Employed
Full-time / Interested in working remotely
4-6 years
臺灣海洋大學
電機工程學
Avatar of Shammi HSIEH.
Avatar of Shammi HSIEH.
資訊人員 @新北市淡水區公所
2023 ~ 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
謝慧珊 目前就職於公家機關擔任資訊人員,熱愛閱讀與寫作, 即將於致理科技大學進修商務智慧與創新科技研究所碩士班, 研究範圍為AI創新科技領域。 個性情感充沛並且喜歡觀察人群與反思,勇於接受挑戰。 座右銘: 樂觀積極,感恩惜福 www.shammixxd159
office
Python
WordPress
Employed
Open to opportunities
Full-time / Remote Only
10-15 years
致理科技大學
資訊管理系
Avatar of Chin Ya Chang.
Avatar of Chin Ya Chang.
Senior Software Engineer @International Integrated Systems, Inc.(IISI)
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
Chin Ya Chang Machine Learning Engineer New Taipei City , Taiwan azsxdc88188@gmail.com Current Position: AI Team - Software Engineer at the Central Weather Bureau, specializing in machine learning. Tasks include image generation, numerical prediction, data calibration, recommendation systems, and text generation using data from satellites, radar, and geographic information. I stay updated on AI advancements by studying research papers and implementing new approaches into projects. Recently, I've focused on deploying Large Language Models (LLM) in customer-oriented chatbots. Proficient in Docker for establishing and maintaining development environments, deploying projects to client environments.
Python
PyTorch
Machine Learning
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
私立中原大學 Chung Yuan Christian University
環境工程
Avatar of 許立農.
Avatar of 許立農.
數據科學家 @中國信託商業銀行股份有限公司
2021 ~ 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 three months
fraudulent accounts based on transaction data, restricting transactions in advance to prevent harm. Responsibilities/Achievements: Development and deployment of credit card and financial features. Managing the data flow process from receiving variables to model predictions, identifying risk factors, and updating alert lists. Implemented Autoencoder + contrastive learning to achieve a 1.81% improvement in model effectiveness. Coupon Recommendation Objective: Personalized coupon recommendations for mobile banking users to increase click-through rates and redemption rates. Responsibilities/Achievements: Utilized multi-task learning to simultaneously predict click-through behavior and coupon redemptions, resulting in a
Python
R
MSSQL
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
政治大學
統計
Avatar of 孫煜凱.
Avatar of 孫煜凱.
Past
機器學習工程師 @順豐科技公司
2021 ~ 2022
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
膏印刷點位分群(k-means),監控異常 優化SPC告警系統 屏幕白平衡RGB調整 屏幕透過調整RGB,測試不同色溫白平衡是否合規 透過機器學習降低調整次數 工作經歷Work Experience 順豐科技公司 SF Technology, Machine Learning Engineer, Aug 2021~Jul 2022 搭建中國各省 、城市 、營業點 、社區 的收派包裹數
Word
PowerPoint
Excel
Unemployed
Full-time / Interested in working remotely
4-6 years
國立政治大學(National Chengchi University)
統計系
Avatar of Archer Tsai.
Active
Avatar of Archer Tsai.
Active
Senior Site Reliability Engineer @群馥科技股份有限公司
2024 ~ Present
資深運維工程師
Within one month
Deploying and maintaining core GCP services: * Firewall, Cloud Armor, Security Command Center. * GKE Autopilot mode, Standard mode, Cloud run. * Cloud SQL for MySQL, Cloud Memorystore for Memcached/redis, AlloyDB for PostgreSQL, BigQuery. * Compute Engine. * Cloud Storage. * Dataflow, Cloud Build, Cloud Deploy. * Google Cloud Machine Learning - Vertex AI. * Cloud CDN, Cloud DNS. * Cloud VPN, Cloud Route, NAT, VPC, VPC Peering, Shared VPC, Private Google Access, Private Service Access, Serverless VPC Access... Cloud and Infrastructure Operations Engineer • 永鼎數位科技 九月五月 2023 獨自
DevOps
Site Reliability Engineer
MySQL
Employed
Not open to opportunities
Full-time / Interested in working remotely
More than 15 years
National Changhua University of Education
資訊管理學系

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Within one month
Senior Site Reliability Engineer
群馥科技股份有限公司
2024 ~ Present
台灣台中
Professional Background
Current status
Employed
Job Search Progress
Not open to opportunities
Professions
DevOps / System Admin, Technical Manager, System Architecture
Fields of Employment
Information Services, Ecommerce, SaaS / Cloud Services
Work experience
More than 15 years
Management
I've had experience in managing 5-10 people
Skills
DevOps
Site Reliability Engineer
MySQL
Google Professional Cloud Architect
Linux
Python
Ansible
Shell Script
Nginx
MariaDB
Prometheus + Grafana + Altermanager
ElasticSearch + Fluentd + kibana
MongoDB
Redis
VMware vSphere
CDN
Docker
Kubernetes
Jenkins
Gitlab
Git
SQL
Languages
English
Beginner
Job search preferences
Positions
資深運維工程師
Job types
Full-time
Locations
台灣台北, 台灣新北市, 台灣台中, 台灣桃園, 台灣新竹市新竹
Remote
Interested in working remotely
Freelance
Yes, I freelance in my spare time
Educations
School
National Changhua University of Education
Major
資訊管理學系
Print

Archer Tsai

您好,我是蔡淇浩,從事 IT 維運崗位累積超過20年的實戰經驗,職涯歷練過 IT Infrastructure、NoSQL DBA、AI Engineer 、 DevOps Engineer 、OP Architect、 Cloud Architect 等職務,從地端到雲端,從單體式系統到微服務架構有完整的歷練。


曾任職於北美第二大3C跨境電商位(newegg.com)位於台灣技術團隊擔任 Architect 一職,有帶領 TW Pre-Architect Team 和 TW DBA Team 的管理經驗。Newegg 在美國、台北、上海、成都、西安等地都設有技術團隊辦公室,專案的進行需與各地的技術團隊協同合作,具備有跨國、跨團隊的合作溝通協調能力。


現職統一資訊擔任 Cloud Architect 一職,主要負責地端服務上雲( GCP ) 或是新專案的架構規劃、建置、維運、優化、異常問題排除等工作,與商城(mall.iopenmall.tw)、數據中心、AI、物流中心等開發團隊在協作上積極且有效率推動專案的進度。


累積了20年的維運實戰經驗,擁有

  1. 可獨立作業的能力。
  2. 在最短時間內熟悉各項業務,發揮出職場的即戰力。
  3. 在現有的架構中「發現問題」、「提出建議」和「解決問題」的能力。
  4. 具有積極的學習熱忱,有自主技術研究的能力及可行性評估。


在職場上我是個和善、認真、正向、積極、責任心強以及有良好的品性與職業道德。對於解決問題和應對挑戰有積極的態度,同時願意分享知識與經驗,促進同事的持續學習和技能發展。

  Taipei City, Taiwan   

工作經歷

Cloud Architect  •  統一資訊(President Information Corp.)

六月 2023 - Present

1. Design, deploy, and manage cloud-based solutions primarily on the Google Cloud Platform.

2. Technical consultation to the business users on their cloud server requirements and demands.

3. Ensure the security and compliance of Google cloud resources.

4. Optimize cloud operations costs and recommend ways to improve resource utilization.

5. Collaborate with Development/Data/AI team members for projects and new deployments.

6. Monitor online services performance, identify bottlenecks, and implement performance optimizations.

7. Promptly and efficiently troubleshoot online service-related issues to minimize downtime.

8. New technology research and implementation.

9. Share knowledge and expertise with colleagues to promote continuous learning and skill development.

10. Develop an automation tool using Skaffold, Terraform, Ansible, shell script, and Python.

11. Deploying and maintaining core GCP services:

* Firewall, Cloud Armor, Security Command Center. 

* GKE Autopilot mode, Standard mode, Cloud run.

* Cloud SQL for MySQL, Cloud Memorystore for Memcached/redis, AlloyDB for PostgreSQL, BigQuery.

* Compute Engine.

* Cloud Storage.

* Dataflow, Cloud Build, Cloud Deploy.

* Google Cloud Machine Learning - Vertex AI.

* Cloud CDN, Cloud DNS.

* Cloud VPN, Cloud Route, NAT, VPC, VPC Peering, Shared VPC, Private Google Access, Private Service Access, Serverless VPC Access...

Cloud and Infrastructure Operations Engineer  •  永鼎數位科技

九月 2022 - 五月 2023

獨自維運的工作內容如下:

1. [雲端服務維運與佈署]:GCP、GKE Cluster 維運以及版本升級。
2. [CDN管理設定] :AWS Cloudfront、Cloudflare。
3. [資料庫管理與佈署]:
∎ MySQL MHA 、 Haproxy、keepalived 架構
∎ Redis sentinel、 Haproxy、keepalived 架構
∎ MongoDB Replica Sets Cluster
∎ 故障排除、效能調教、規劃演練資料庫復原
4. [監控系統管理與佈署]:
∎ Zabbix
∎ Prometheus、Grafana、Alertmanager
∎ Telegram 告警設定
5. [日誌系統管理與佈署]:
∎ Elasticsearch、Logstash、Kibana、Filebeat、Elastalert2 、Telegram 告警設定
6. [CICD]:
∎DEVOPS工具佈署及自動化腳本撰寫 Ansible、shell script
∎Docker 、Docker compose(DockerFile、yaml撰寫、build image與管理)
∎Kubernetes Cluster 管理與佈署
∎Gitlab、Jenkins、 Harbor 管理與佈署
7. [虛擬機管理]:
∎VMware vSpher ESXi Server
8. CentOS、Ubuntu Linux主機日常維護(安裝及更新套件、bash撰寫、服務架設、故障排除等)
9. Windows Service AD、DNS 設定管理
10. Synology NAS 日常維護(叢集、異地備份、帳號權限設定、Drive共用資料夾管理、硬碟更換等)
11. 網路硬體設備管理設定:Fortinet sslvpn設定、IPsec site to site vpn設定 、Switch vlan、ap無線網路管理設定。
12. 辦公室PC、印表機維護設定
13. 規劃災難復原與演練,在最短的時間恢復營運。

 IT operations technology team consultant  •  驓勤爵也國際有限公司 (兼職性質)

八月 2022 - 九月 2022

1. 導入建置 Spark on Cassandra 大數據資料分析架構。
2. 提出改善資料庫安全性、可用性建議,避免在單一機器或是機房出現問題時,導致資料庫毀損無法挽救的風險。建立 MariaDB 本地和異地的全量、增量備份,規劃並完成備份策略 (crontab + shell script ),解決保障資料安全性的問題。
3. 提出規劃 MariaDB 刪表刪庫災難復原計畫以及演練,導入災難復原的觀念以及訓練 IT 人員災難復原的能力。
4 解決 MariaDB 效能上的瓶頸並進行調優,解決高負載出現的問題。
5. 解決 Apache HTTP、Nginx 網頁伺服器效能上的瓶頸並進行調優,解決高負載出現的問題。
6. 解決 Apache HTTP 網頁伺服器無法運作的問題。
7. 檢查線上各種服務的版本是否已列在 CVE 已公開的安全漏洞資料裡,並提出版本升級計畫和演練。.

Architect  •  台灣新蛋股份有限公司·

五月 2012 - 七月 2022

1. 帶領TW Pre-architect Team、TW DBA Team。
2. 負責 NoSQL 評估與規劃達99.95%的高可用架構與建置維運(版本升級、資料備援、權限管理等)
* CDH Hadoop ecosystems.
* MongoDB Replica Sets Cluster、MongoDB Sharded Cluster.
* Cassandra Cluster.
3. 維運 500 + Linux Server ,並針對不同服務性質的Linux做性能上的調優。
4. 解決 User 使用 NoSQL 的相關問題以及 NoSQL 效能與語法上的調優 。
5. 建置 Nagios、Ganglia、Zabbix、Prometheus、 Grafana、Alertmanager 監控系統。
6. 負責自動化維運及自動佈署工具的開發,使用 Shell Script、Ansible。
7. 獨自完成使用EfficientNet 深度學習模型辨識色情圖片以及槍枝圖片。
8. 獨自完成使用 NLP 自然語言處理,分析商品留言找出關鍵字和 By feature Classification。 

學歷

2013 - 2015

National Changhua University of Education

資訊管理學系碩士班

技能


  • GCP、AWS
  • Google Cloud CDN、AWS Cloudfront、Cloudflare
  • GKE、Kubernetes、Docker、Docker compose
  • MySQL、MariaDB、PostgreSQL、MS SQL
  • MongoDB、Redis、Hadoop ecosystem、Cassandra
  • Nginx、Apache Http、 HAProxy、Keepalived .
  • Ganglia、Zabbix、Prometheus、 Grafana、Alertmanager
  • Elasticsearch、Logstash、Kibana、Filebeat
  • Ansible、shell script
  • VMWare vSphere

語言


  • English — 初階
Resume
Profile

Archer Tsai

您好,我是蔡淇浩,從事 IT 維運崗位累積超過20年的實戰經驗,職涯歷練過 IT Infrastructure、NoSQL DBA、AI Engineer 、 DevOps Engineer 、OP Architect、 Cloud Architect 等職務,從地端到雲端,從單體式系統到微服務架構有完整的歷練。


曾任職於北美第二大3C跨境電商位(newegg.com)位於台灣技術團隊擔任 Architect 一職,有帶領 TW Pre-Architect Team 和 TW DBA Team 的管理經驗。Newegg 在美國、台北、上海、成都、西安等地都設有技術團隊辦公室,專案的進行需與各地的技術團隊協同合作,具備有跨國、跨團隊的合作溝通協調能力。


現職統一資訊擔任 Cloud Architect 一職,主要負責地端服務上雲( GCP ) 或是新專案的架構規劃、建置、維運、優化、異常問題排除等工作,與商城(mall.iopenmall.tw)、數據中心、AI、物流中心等開發團隊在協作上積極且有效率推動專案的進度。


累積了20年的維運實戰經驗,擁有

  1. 可獨立作業的能力。
  2. 在最短時間內熟悉各項業務,發揮出職場的即戰力。
  3. 在現有的架構中「發現問題」、「提出建議」和「解決問題」的能力。
  4. 具有積極的學習熱忱,有自主技術研究的能力及可行性評估。


在職場上我是個和善、認真、正向、積極、責任心強以及有良好的品性與職業道德。對於解決問題和應對挑戰有積極的態度,同時願意分享知識與經驗,促進同事的持續學習和技能發展。

  Taipei City, Taiwan   

工作經歷

Cloud Architect  •  統一資訊(President Information Corp.)

六月 2023 - Present

1. Design, deploy, and manage cloud-based solutions primarily on the Google Cloud Platform.

2. Technical consultation to the business users on their cloud server requirements and demands.

3. Ensure the security and compliance of Google cloud resources.

4. Optimize cloud operations costs and recommend ways to improve resource utilization.

5. Collaborate with Development/Data/AI team members for projects and new deployments.

6. Monitor online services performance, identify bottlenecks, and implement performance optimizations.

7. Promptly and efficiently troubleshoot online service-related issues to minimize downtime.

8. New technology research and implementation.

9. Share knowledge and expertise with colleagues to promote continuous learning and skill development.

10. Develop an automation tool using Skaffold, Terraform, Ansible, shell script, and Python.

11. Deploying and maintaining core GCP services:

* Firewall, Cloud Armor, Security Command Center. 

* GKE Autopilot mode, Standard mode, Cloud run.

* Cloud SQL for MySQL, Cloud Memorystore for Memcached/redis, AlloyDB for PostgreSQL, BigQuery.

* Compute Engine.

* Cloud Storage.

* Dataflow, Cloud Build, Cloud Deploy.

* Google Cloud Machine Learning - Vertex AI.

* Cloud CDN, Cloud DNS.

* Cloud VPN, Cloud Route, NAT, VPC, VPC Peering, Shared VPC, Private Google Access, Private Service Access, Serverless VPC Access...

Cloud and Infrastructure Operations Engineer  •  永鼎數位科技

九月 2022 - 五月 2023

獨自維運的工作內容如下:

1. [雲端服務維運與佈署]:GCP、GKE Cluster 維運以及版本升級。
2. [CDN管理設定] :AWS Cloudfront、Cloudflare。
3. [資料庫管理與佈署]:
∎ MySQL MHA 、 Haproxy、keepalived 架構
∎ Redis sentinel、 Haproxy、keepalived 架構
∎ MongoDB Replica Sets Cluster
∎ 故障排除、效能調教、規劃演練資料庫復原
4. [監控系統管理與佈署]:
∎ Zabbix
∎ Prometheus、Grafana、Alertmanager
∎ Telegram 告警設定
5. [日誌系統管理與佈署]:
∎ Elasticsearch、Logstash、Kibana、Filebeat、Elastalert2 、Telegram 告警設定
6. [CICD]:
∎DEVOPS工具佈署及自動化腳本撰寫 Ansible、shell script
∎Docker 、Docker compose(DockerFile、yaml撰寫、build image與管理)
∎Kubernetes Cluster 管理與佈署
∎Gitlab、Jenkins、 Harbor 管理與佈署
7. [虛擬機管理]:
∎VMware vSpher ESXi Server
8. CentOS、Ubuntu Linux主機日常維護(安裝及更新套件、bash撰寫、服務架設、故障排除等)
9. Windows Service AD、DNS 設定管理
10. Synology NAS 日常維護(叢集、異地備份、帳號權限設定、Drive共用資料夾管理、硬碟更換等)
11. 網路硬體設備管理設定:Fortinet sslvpn設定、IPsec site to site vpn設定 、Switch vlan、ap無線網路管理設定。
12. 辦公室PC、印表機維護設定
13. 規劃災難復原與演練,在最短的時間恢復營運。

 IT operations technology team consultant  •  驓勤爵也國際有限公司 (兼職性質)

八月 2022 - 九月 2022

1. 導入建置 Spark on Cassandra 大數據資料分析架構。
2. 提出改善資料庫安全性、可用性建議,避免在單一機器或是機房出現問題時,導致資料庫毀損無法挽救的風險。建立 MariaDB 本地和異地的全量、增量備份,規劃並完成備份策略 (crontab + shell script ),解決保障資料安全性的問題。
3. 提出規劃 MariaDB 刪表刪庫災難復原計畫以及演練,導入災難復原的觀念以及訓練 IT 人員災難復原的能力。
4 解決 MariaDB 效能上的瓶頸並進行調優,解決高負載出現的問題。
5. 解決 Apache HTTP、Nginx 網頁伺服器效能上的瓶頸並進行調優,解決高負載出現的問題。
6. 解決 Apache HTTP 網頁伺服器無法運作的問題。
7. 檢查線上各種服務的版本是否已列在 CVE 已公開的安全漏洞資料裡,並提出版本升級計畫和演練。.

Architect  •  台灣新蛋股份有限公司·

五月 2012 - 七月 2022

1. 帶領TW Pre-architect Team、TW DBA Team。
2. 負責 NoSQL 評估與規劃達99.95%的高可用架構與建置維運(版本升級、資料備援、權限管理等)
* CDH Hadoop ecosystems.
* MongoDB Replica Sets Cluster、MongoDB Sharded Cluster.
* Cassandra Cluster.
3. 維運 500 + Linux Server ,並針對不同服務性質的Linux做性能上的調優。
4. 解決 User 使用 NoSQL 的相關問題以及 NoSQL 效能與語法上的調優 。
5. 建置 Nagios、Ganglia、Zabbix、Prometheus、 Grafana、Alertmanager 監控系統。
6. 負責自動化維運及自動佈署工具的開發,使用 Shell Script、Ansible。
7. 獨自完成使用EfficientNet 深度學習模型辨識色情圖片以及槍枝圖片。
8. 獨自完成使用 NLP 自然語言處理,分析商品留言找出關鍵字和 By feature Classification。 

學歷

2013 - 2015

National Changhua University of Education

資訊管理學系碩士班

技能


  • GCP、AWS
  • Google Cloud CDN、AWS Cloudfront、Cloudflare
  • GKE、Kubernetes、Docker、Docker compose
  • MySQL、MariaDB、PostgreSQL、MS SQL
  • MongoDB、Redis、Hadoop ecosystem、Cassandra
  • Nginx、Apache Http、 HAProxy、Keepalived .
  • Ganglia、Zabbix、Prometheus、 Grafana、Alertmanager
  • Elasticsearch、Logstash、Kibana、Filebeat
  • Ansible、shell script
  • VMWare vSphere

語言


  • English — 初階