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Python
Tableau Prep/Tableau Desktop
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Fu Jen Catholic University
Brand and Fashion Management
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Mobile Software Engineer @第一網站股份有限公司
2015 ~ Present
Mobile Software Engineer
Within one month
發能力。 2. Android App 從 0 到 1 的建置開發能力。 3. 初階的 iOS App 開發。 4. Docker Container、GCP。 5. Linux、GIT、Jenkins。 6. BigQuery 應用,撰寫 DataFlow (Apache Beam) 處理 ELT data pipeline。 7. Push Notification 使用 Swoole (PHP) 非同步非阻塞進行開發。 Mobile Software Engineer [email protected] 工作經歷 第一網站股份有限公司, Mobile Software Engineer, May 2015 ~ 現在 從
PHP
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10-15 years
國立高雄大學
資訊管理學系
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Past
Data Engineer @Rooit Inc. (XO App)
2023 ~ 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
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6-10 years
中國醫藥大學(China Medical University)
臨床醫學研究所
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資料分析師 Data Analyst @Portto 門戶科技| Blocto
2022 ~ 2024
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
Portto 門戶科技| Blocto • 九月三 月 2024 Main Responsibilities: Establishing Data Pipeline Exploring new product features and competitor analysis on Dune Dashboard on the EVM User tagging for the Growth team (including Discord bot for monitoring Project details: Data Pipeline Regularly integrating client-side and BE data with external APIs and data collected by bots on Bigquery Establishing a systematic coding data table combined with Slack bot command manual and automatic data replenishment Daily data monitoring with Slack bot Planning client-side (app, sdk js) Amplitude event tracking to maximize data collection Using existing data to
python
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4-6 years
臺灣大學
流行病學與預防醫學所 生物統計組
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Data Engineer @Groundhog Technologies Inc.
2021 ~ 2024
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
Vel Tien-Yun Wu I bring 5 years of hands-on experience in data engineering and software development, with a focus on building scalable data processing systems utilizing Hadoop, Spark, Kafka and Docker. My expertise in developing efficient ETL pipelines has been fundamental in optimizing data workflows for various data warehouses, enhancing data integrity and availability. My track record includes managing high-volume data pipelines, automating scheduling processes to improve operational efficiency, and deploying monitoring solutions that have reduced Mean-Time-To-Repair (MTTR) by 40%. I have a strong foundation in SQL, especially PostgreSQL, which enables
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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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 ~ Present
AI Engineer
Within one month
Python) for Automatic Claim Processor (ACP) - OCR System (Hospital Diagnosis/Receipt) 1. Receipt Recognition ServiceOCR: Successfully improved OCR model accuracy from 80% to 96% in 2023 by integrating current model with Microsoft Azure Form Recognizer output. Seamlessly integrated Microsoft Azure services into our existing Receipt system's data pipeline. Engineered postprocessing data solutions to cater to diverse format requirements from 17 different hospitals. Designed and executed comprehensive unit tests to ensure robustness and reliability. 2. Diagnosis Recognition ServiceNLP/OCR: Continuously maintain and monitor the Diagnosis Recognition service, ensuring optimal performance. Regularly
Python
SQL
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立台灣大學 National Taiwan University
Business Administration
Avatar of 陳昭儒.
Avatar of 陳昭儒.
Past
Data Engineer @BUBBLEYE | We're hiring!
2021 ~ 2022
Software Enginer
Within two months
standard-1(1 vcpu, 3.75GB memory) Autoscaled up to 122 workers at peak. The data inserted into BigQuery was: Table 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
Python
ETL
Web Scraping
Unemployed
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4-6 years
National Taiwan University
電機工程學系
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Senior Software Engineer @GGV Capital
2021 ~ Present
Within one month
Java
Flink
Kubernetes/Docker
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
National University of Kaohsiung
Electrical and Electronics Engineering
Avatar of YANG MENG-HAN.
Avatar of YANG MENG-HAN.
Business Analyst @EPSON TAIWAN TECHNOLOGY & TRADE CO., LTD
2021 ~ Present
Data Analyst/Data Scientist
Within one month
EDM open rate. • Constructing Salesforce KPI and operation dashboards helped me awarded 2023 best employee. • The ink forecast model assists product managers in controlling ink procurement. • Utilize the collage model to assemble a new image from company picture materials based on a description. • Dump printing volume data from AWS S3 and apply Teams to monitor the data pipeline. Data Engineer • WeMo Scooter 十二月一月 2021 • Evaluated AI routing algorithm and provided advice to the cooperative company on how to improve could achieve the goal we want. • Adopted Xgboost to calculate the
python
machine learning
deep learning
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
台灣大學
生態學與演化生物學研究所
Avatar of LIAO WEI CHI.
Avatar of LIAO WEI CHI.
Sr. Technical Product Manager @FunNow 曙客股份有限公司
2022 ~ Present
專案經理、產品經理、系統分析師
Within one month
report across devices and channels that result in the conversion rate of new users increased by 20%. • Design and build various payment methods, label-based search, dynamic pricing via different sale channels, and user-preference recommendation engine to optimise user experience and to boost CVR. • Supervised the AsiaYo Data team, establishing a data pipeline by Airflow™, and building a report system on Tableau™, to accelerate decision-making process across BUs. • Initiated behaviour tracking on the supply-side behaviour of hotels, homestay owners and large-scale operators, analysed their inventory and price synchronisation rate, and proactively
Java
Tableau
PHP
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
University of Southampton
Operational Research and Finance

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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
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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