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Data Engineer @Groundhog Technologies Inc.
2021 ~ 2024
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
Git
Python
Scala
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
University of Illinois at Urbana-Champaign, School of Information Sciences
Information Management
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Senior Data Analyst @趨勢科技
2022 ~ Present
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
python
R
SQL
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
輔仁大學 Fu Jen Catholic University
統計資訊學系
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Data Engineer @Tesla
2023 ~ 2023
Data engineer / Data anyayst
Within two months
python
Linux
R
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
University of Texas at Dallas
Information Technology and Management
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Avatar of Yiru Chen.
資料工程師 @鴻海(富士康)
2021 ~ Present
資料工程師/網路爬蟲、後端工程師、軟體工程師、網管
Within one month
Uvicorn, Gunicorn 開發RESTful API 及設計 MongoDB schema並使用 Docker-compose 進行開發與部署- 負責開發資料庫 Connector 操作頁面(支援 Impala, Kudu, PostgreSQL, MySQL, MS SQL, Oracle)、 Record Controller 功能、平台 Pipeline 中檢視資料的視覺化功能,以及熟悉 Nifi 各種Processor 功能加入系統中 - 協助用戶建置及改善 ETL Pipeline 效能 Line Notify 服務系統: - 設計系統
Python
SQL
Git
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立成功大學
統計研究所
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Avatar of 陳昭儒.
Past
Data Engineer @BUBBLEYE | We're hiring!
2021 ~ 2022
Software Enginer
Within one month
size:GB Number of rows: 6,268,519,176 Qudowe Project Lead & Software Engineer Product of Pixnet Travel Hackathon 2019, a trip planner based on Instagram's data Work Experience Vpon, Data Engineer Aug 2018 ~ Oct 2020 Implement Akka-http(Scala) server endpoints for Vpon Data Platform Product Create new ETL pipelines using GCP Spark(Apache Spark) and GCP Dataflow(Apache Beam) to batch input/output hundreds of files Migrate existing ETL pipelines from AWS(Hive SQL) to GCP(BigQuery SQL) using python Migrate datawarehouse from AWS(Hive) to GCP(BigQuery) Setup Prometheus on GKE (Google Kubernetes Engine) to
Python
ETL
Web Scraping
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Taiwan University
電機工程學系
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Avatar of 施冠宇.
Data engineer @H2 Inc.
2021 ~ Present
AI engineer, ML engineer, data scientist
Within three months
助公司 app 增加 6 % 用戶參與度並獲得 70 % 用戶滿意度 - 運用 DVC 建置 model experiment tracking, dataset versioning 以及 model management 【Airflow 定期排程以及維運 data reports】 - 創建 2 個 ETL pipeline - 幫助 3 個不同部門維護 8 個 data reports - 利用 python 去處理並且整合 SQL, Google big query, AWS S3 bucket 不同來源的 data source 【Data analysis】 - 根據各部門所需提
Airflow
Docker
AWS
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
清華大學
動力機械工程學系
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Avatar of Emily Ledoux.
Principal @Cascade Data Labs
2016 ~ 2022
Director Data
Within two months
Emily Ledoux Delivery Principal Seasoned Delivery Principal in the Data Practice. Focused on designing robust, scalable data ecosystems in the cloud to feed insights and data visualizations. Well-rounded consultant with experience spanning sales, recruiting, and delivery. Proven Delivery & Client Lead. Portland, OR, USA https://www.linkedin.com/in/emily-ledoux/ Work Experience JanuaryPresent Principal Data Architect Kin + Carta Delivery or Client Lead for over 25 resources, including direct reports, delivery oversight, hours tracking, QBRs, onboarding management, budget ownership and related responsibilities. Cloud Architect, designing Azure and
PowerPoint
Word
Excel
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
University of Pennsylvania
Economics
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Avatar of Anmol Ganju.
Senior Data Engineer @Larsen Toubro Infotech Mindtree
2021 ~ Present
Senior Cloud Consultant
Within six months
load for a particular site level. Have been using Data lake, Azure SQL Database, Azure Databricks, Azure Synapse Analytics as intermediate layer for data storage and end products involving Facts and Dimensions that can be further consumed by Azure Analysis Services. Worked on writing SQL Logic that involves pipeline re-run process so that pipeline can be re-run from the same watermark point as it was failed to avoid data loss. Also worked on Logic App to ingest the data from SQL Database into Sharepoint List on the basis of Row Active flag. Cloud Consultant
Time Management Skills
Team Player
Analysis
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
Dehradun Institute Of Technology
B.E Information Technology
Avatar of 蕭仕廷.
Avatar of 蕭仕廷.
Architect Lead @iKala 愛卡拉互動媒體股份有限公司
2023 ~ Present
軟體工程師
Within one month
Chart, Terraform, ArgoCD, Gitlab CI - Workflow: Argo Workflow Key Roles and Achievements: - iKala Interactive Media Inc.: - Served as an Architect, designing cross-team interfaces and leading AI department design documentation efforts. - As a Senior Backend Engineer, refactored crawler services, developed the Datahub system, and led ML Inference and ETL pipeline integration projects. - Lintor International Co., Ltd.: - Led the design and implementation of 33 games, demonstrating leadership in game logic system development. - Developed a Golang server framework and implemented microservices to enhance system functionality. - CHUNG YO INTERNET INFORMATION CO., LTD.: - Maintained platform
c#
JAVA
MSSQL
Employed
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
逢甲大學
資訊工程學系, 資訊安全學位
Avatar of 呂學炘.
Avatar of 呂學炘.
Data Science @Alfred Labs.
2017 ~ Present
Within two months
Yoyo Lu, Data Analyst professional [email protected] Resourceful Data Analyst and Programmer with 5+ years of experience at Alfred Labs. Strong background in Mathematics and Computer Science. Adept at providing crucial analysis to cooperating teams. WORK EXPERIENCE Alfred Labs., Data Science, Jul 2017 ~ Present As an early employee of the company, I played a pivotal role in the development of our data infrastructure. This included the creation of robust ETL pipelines and automated dashboards, key advancements that enabled the entire organization to make data-driven decisions. My expertise in designing
Python
R
SQL
4-6 years
University of Taipei
Computer Science

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Within six months
Senior Data Engineer
Logo of 緯創資通股份有限公司.
緯創資通股份有限公司
2022 ~ Present
台灣新北市
Professional Background
Current status
Employed
Job Search Progress
Professions
Data Engineer, Data Scientist, Python Developer
Fields of Employment
Internet, Information Services
Work experience
2-4 years
Management
None
Skills
Machine Learning
Python
Data Mining
Deep Learning
ETL
Data Pipelines
Languages
Chinese
Native or Bilingual
English
Intermediate
Job search preferences
Positions
Data Engineer、Data Scientist、Customer Experience Analyst
Job types
Full-time
Locations
台灣台北市
Remote
Interested in working remotely
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Yes, I freelance in my spare time
Educations
School
台灣科技大學
Major
資訊工程
Print

林奎勝

Senior 

Data Engineer

年資料工程師經驗,專長於 Data pipelines、ETL、Machine learning,可自主處理資料從 ETL 至產品模型及分析,樂於與團隊進行溝通後統整最佳解法,並持續學新最新技術。 

    

  New Taipei City, Taiwan

[email protected]

0910-006-008

Skill

Data Engineering


  • Workflow: Airflow
  • Crawler: Pyspider

  • Relation database

  • Object Storage

BackEnd


  • Java Springboot
  • NodeJS Loopback4
  • Pyhton Flask, FastAPI

Cloud


  • Azure APIM, Power BI
  • GCP Storage, Data studio, BigQuery
  • AWS S3, RDS

Others


  • Git
  • GitLab CICD
  • Linux shell script
  • Grafana
  • Rancher

Work Experience

資深資料工程師

緯創資通股份有限公司  •  August 2022 - Present

• 資料交換系統增進: 調整Airflow資料交換流程使系統可支援更大規模的資料交換,並設計交換異常資料重補功能,確保資料的完整性和正確性
• 資料交換維運: 維運公司內部資料交換系統,以實現不同資料庫之間的順暢資訊流動,同時新增與雲端服務 Blob Storage 及 Amazon S3 的整合,確保數據在不同環境中的有效傳輸
• 制定資料交換SLA與監控: 確立資料交換系統的 SLA 目標,包括延遲性、可靠度等;並即時追蹤系統狀態,透過Teams、Opsgenie通知,快速通報SLA違規和異常,提升系統穩健度
• 數據中台開發: 使用Java Spring Boot進行開發,實現數據中台、公司API系統及 Azure API Management(APIM)之間的整合與串接,擴大資料來源
• MLOPs 平台開發: 使用NodeJS Loopback4 開發行事曆功能後端,支援公司電腦資源的預約和機器學習模型訓練時間的管理
• 公司課程講師: 教授資料交換、Airflow 應用、資料演化等實際應用方式,透過與學員的互動、解釋複雜的技術概念,使我進一步提升了溝通能力與加深對技術的理解

資料科學家

威聯通科技股份有限公司 (QNAP Systems, Inc.)  •  December 2019 - February 2022

• Airflow 資料流: 取代原始crontab排程,可視化資料流降低程式管理成本,並加上警戒系統即時反應錯誤
• 惡意攻擊阻擋: 及時處理網站 log 並使用 Heuristic algo.阻擋惡意攻擊配合AWS WAF,成功阻止DOOS及目錄遍歷攻擊
• 產品推薦: 使用 Apriori base algo. 搭配 hierarchical 方法結合行銷策略於官網推薦產品,吸引約5% 點擊率
• 產品選擇器: 分析顧客購買習慣與機器類型提供分類選項供行銷團隊參考,並協助串接及處理產品對應資料
• 產品自動標籤: 使用 TF-IDF base algo. 為產品以及解決方案建立關聯性,提供行銷團隊產品標籤以利後續銷售策略使用
• 產品導購: 蒐集與處理各大電商產品資訊,於官網產品頁面進行導購,獲得約40%點擊率,並成功引流10~20%至自營電商
• 價格監控系統: 爬取全球約130間電商,建立每日更新之價格報表以及警戒系統通知業務價格異常狀態
• BI 報表建置: 統合公司資料製作具權限之自動更新報表與警戒系統,協助同事縮短每日例行工作時間並提供參考給主管制定商業策略與探勘任務

實習生

資策會數位轉型研究所  •  March 2018 - May 2018

參與資策會商家用電預測計畫,處理由商家電表取得之每秒用電量資料,以Python 進行資料前處理、資料清理以及資料視覺化,並藉由Cross Validation 比較及驗證DNN、RNN、LSTM、Random Forest、Decision Tree以及回歸演算法等機器學習演算法之穩健性。

學歷

台灣科技大學

資訊工程  •  2017 - 2019

研究所進入戴碧如老師的「知識探索暨資料探勘實驗室」,主修資料探勘、社群媒體分析、深度學習等機器學習相關領域

期間撰寫之論文「BIOG: an Effective and Efficient Algorithm for Influence Blocking Maximization in Social Networks」參與國際研討會「The Fourth International Conference of Data Mining and Big Data」於泰國清邁口頭發表,並獲得最佳論文獎

雲林科技大學

資訊工程  •  2013 - 2017

大學四年課業平均成績80分以上,在課業與自我學習中提升程式實力,其中以C#及Python最有興趣。由於得當的時間管理讓我在課業學習以及社團活動皆有不錯的表現

同時擔任專題組長,以Unity 製作手機遊戲「Ant World」模擬螞蟻生態,以遊戲帶入教育使兒童更加快速了解螞蟻生態,榮獲專題競賽第三名

Resume
Profile

林奎勝

Senior 

Data Engineer

年資料工程師經驗,專長於 Data pipelines、ETL、Machine learning,可自主處理資料從 ETL 至產品模型及分析,樂於與團隊進行溝通後統整最佳解法,並持續學新最新技術。 

    

  New Taipei City, Taiwan

[email protected]

0910-006-008

Skill

Data Engineering


  • Workflow: Airflow
  • Crawler: Pyspider

  • Relation database

  • Object Storage

BackEnd


  • Java Springboot
  • NodeJS Loopback4
  • Pyhton Flask, FastAPI

Cloud


  • Azure APIM, Power BI
  • GCP Storage, Data studio, BigQuery
  • AWS S3, RDS

Others


  • Git
  • GitLab CICD
  • Linux shell script
  • Grafana
  • Rancher

Work Experience

資深資料工程師

緯創資通股份有限公司  •  August 2022 - Present

• 資料交換系統增進: 調整Airflow資料交換流程使系統可支援更大規模的資料交換,並設計交換異常資料重補功能,確保資料的完整性和正確性
• 資料交換維運: 維運公司內部資料交換系統,以實現不同資料庫之間的順暢資訊流動,同時新增與雲端服務 Blob Storage 及 Amazon S3 的整合,確保數據在不同環境中的有效傳輸
• 制定資料交換SLA與監控: 確立資料交換系統的 SLA 目標,包括延遲性、可靠度等;並即時追蹤系統狀態,透過Teams、Opsgenie通知,快速通報SLA違規和異常,提升系統穩健度
• 數據中台開發: 使用Java Spring Boot進行開發,實現數據中台、公司API系統及 Azure API Management(APIM)之間的整合與串接,擴大資料來源
• MLOPs 平台開發: 使用NodeJS Loopback4 開發行事曆功能後端,支援公司電腦資源的預約和機器學習模型訓練時間的管理
• 公司課程講師: 教授資料交換、Airflow 應用、資料演化等實際應用方式,透過與學員的互動、解釋複雜的技術概念,使我進一步提升了溝通能力與加深對技術的理解

資料科學家

威聯通科技股份有限公司 (QNAP Systems, Inc.)  •  December 2019 - February 2022

• Airflow 資料流: 取代原始crontab排程,可視化資料流降低程式管理成本,並加上警戒系統即時反應錯誤
• 惡意攻擊阻擋: 及時處理網站 log 並使用 Heuristic algo.阻擋惡意攻擊配合AWS WAF,成功阻止DOOS及目錄遍歷攻擊
• 產品推薦: 使用 Apriori base algo. 搭配 hierarchical 方法結合行銷策略於官網推薦產品,吸引約5% 點擊率
• 產品選擇器: 分析顧客購買習慣與機器類型提供分類選項供行銷團隊參考,並協助串接及處理產品對應資料
• 產品自動標籤: 使用 TF-IDF base algo. 為產品以及解決方案建立關聯性,提供行銷團隊產品標籤以利後續銷售策略使用
• 產品導購: 蒐集與處理各大電商產品資訊,於官網產品頁面進行導購,獲得約40%點擊率,並成功引流10~20%至自營電商
• 價格監控系統: 爬取全球約130間電商,建立每日更新之價格報表以及警戒系統通知業務價格異常狀態
• BI 報表建置: 統合公司資料製作具權限之自動更新報表與警戒系統,協助同事縮短每日例行工作時間並提供參考給主管制定商業策略與探勘任務

實習生

資策會數位轉型研究所  •  March 2018 - May 2018

參與資策會商家用電預測計畫,處理由商家電表取得之每秒用電量資料,以Python 進行資料前處理、資料清理以及資料視覺化,並藉由Cross Validation 比較及驗證DNN、RNN、LSTM、Random Forest、Decision Tree以及回歸演算法等機器學習演算法之穩健性。

學歷

台灣科技大學

資訊工程  •  2017 - 2019

研究所進入戴碧如老師的「知識探索暨資料探勘實驗室」,主修資料探勘、社群媒體分析、深度學習等機器學習相關領域

期間撰寫之論文「BIOG: an Effective and Efficient Algorithm for Influence Blocking Maximization in Social Networks」參與國際研討會「The Fourth International Conference of Data Mining and Big Data」於泰國清邁口頭發表,並獲得最佳論文獎

雲林科技大學

資訊工程  •  2013 - 2017

大學四年課業平均成績80分以上,在課業與自我學習中提升程式實力,其中以C#及Python最有興趣。由於得當的時間管理讓我在課業學習以及社團活動皆有不錯的表現

同時擔任專題組長,以Unity 製作手機遊戲「Ant World」模擬螞蟻生態,以遊戲帶入教育使兒童更加快速了解螞蟻生態,榮獲專題競賽第三名