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On
4-6 years
6-10 years
10-15 years
More than 15 years
Data Engineer @Groundhog Technologies Inc.2021 ~ 2024
・
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
and collaborate with a dynamic team. New Taipei City, Taiwan Work Experience Data Engineer • Groundhog Technologies Inc. JulyPresent - Built and maintained data piplines (through which several hundred millions rows of data flow through daily) using Scala Spark/ Hadoop - Managed cron jobs and performed regular data recovery using Apache Airflow - Performed regular Extract, transform, load (ETL) operations through Hive and HDFS command line interfaces - Utilized streaming technologies such as Kafka to store data into various pools and lakes alike Graduate Hourly employee • University of Illinois at Urbana-Champaign SeptemberDecember 2020 Designed and developed student assessments/assignments for
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
Past
Lead Data Scientist / Senior Data Scientist @Vinnovation Network 維諾森資訊科技2022 ~ 2023
・
資料科學家、資料科學工程師、機器學習工程師
Within one month
import traditional CSV files. Utilized Databricks for large-scale data processing, leveraging its Spark capabilities to efficiently transform and aggregate incoming data streams. With the combined power of Databricks and AWS Lambda, ensured unparalleled data consistency, quality, and preparedness for sophisticated analytics and reporting. Utilized Databricks and Airflow to run extensive data profiling tasks, analyzing data patterns and identifying potential quality issues before they reached the Databricks Delta Lake. Established robust guardrails using the combined might of AWS Lambda, Apache Airflow and Databricks, ensuring that data stored in the DataBricks Delta Lake consistently met the highest
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
台灣大學
・
大氣科學所
Lead Fullstack Engineer @Proto Research Inc2022 ~ Present
・
Front-End / Back-End / Full Stack Web Developer
Within one month
Employed
・
Open to opportunities
Full-time / Remote Only
6-10 years
National Taiwan University
・
Mechanical EngineeringPrincipal Engineer @Coretronic Corporation, 中強光電2020 ~ 2022
・
Machine Learning Engineer
Within one month
Employed
Full-time / Interested in working remotely
6-10 years
國立台灣大學
・
經濟學
Team Lead/Senior Software Engineer @MEXC2022 ~ Present
・
Software Engineer
Within one month
stable api under high qps with load testing / concurrent testing. Software engineer • Gogoro/Goshare • 2019/11~2022/01 ．Implement Tarjan's strongly connected component algorithm and topological sort algorithm in the task management system. ．Develop a customized synchronizer system by combining core concepts from Apache Airflow and Apache Kafka Connecter . ．Experience in performance test , load test and stress test and unit test. ．Experience in solving java native memory leak in JIT c2 level 4 compiler issue. Software Engineer • Lang Live • 2019/03 ~ 2019/10 ．Deal with 10 million+
Employed
Full-time / Interested in working remotely
4-6 years
Data Scientist/ Engineer @Intomarkets2022 ~ Present
・
Data Scientist
More than one year
Full-time / Interested in working remotely
6-10 years
University of Paderborn
・
Master of Science in Computer
全端工程師 @崴浤科技2015 ~ Present
・
資料工程師
Within two months
料抓取與邏輯計算，最後將資料以網頁呈現至前端‧ 這整套系統自建於Linode的雲端主機，使用UbuntuLTS系統環境，安裝包括nginx, mysql, phpmyadmin, python, apache airflow ‧ Apache airflow 曾經的踩雷: 1. 每次跑task時都會讓Scheduler與Mysql Crash，查 Mysql log之後發現好像是主機記憶體 不足 的問題，把linode的主機從RAM
Employed
Full-time / Interested in working remotely
6-10 years
國立台中科技大學
・
資訊管理
Principle Engineer @HTC2023 ~ Present
・
Software Engineer / Backend Engineer
Within one month
. # Air quality real-time monitoring mapUtilized the ASP.NET MVC framework for building a low-cost PM2.5 sensing platform for the Environment Protection Administration Executive Yuan R.O.C. 2. Integrated Google Maps API to display GIS base data, and leveraged Apache EChart to present historical data. 3. Developed a Messenger Bot to provide convenient data querying services. EducationAppWorks School Blockchain Program國立暨南國際大學(National Chi Nan University) 資訊管理學系國立暨南國際大學
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
AppWorks School
・
Blockchain Program
Principal Engineer, Data Engineering @KKCompany2023 ~ Present
・
Backend Engineer, Data Engineer, MLOps Engineer
Within one month
operation, moderating model training results, and designing SLIs/SLOs for EKS Clusters. More responsibilities/details as below. Optimize music (UMG) pipeline with queries and memories for Elasticsearch and PostgreSQL, the pipeline saving 90% execution time from 10+ hours to 40 mins. Migrate service from apache spark, AWS Data Lake Formation to AWS MWAA, EKS airflow environment. Design, and deliver distributed system for Ray Serve with AI team. Design, and implement a modern machine learning pipeline for a recommendation, and moderation pipe. Design SLA and implement alert log reporting system (history logs
Employed
・
Open to opportunities
Full-time / Interested in working remotely
10-15 years
National Taiwan University
・
EMBA Programs, Business Administration, Accounting, Finance and International Business.
BI/DATA Engineer
Within one month
Chih-Wei Chang Data Engineer | BI | Web3 • [email protected] •Aiming to forge a progressive career in business intelligence, employing my analytical and technical prowess in data engineering to effectively further business objectives. Having BI/DATA Engineer experience with different industry; substantial experience designing and executing solutions for business problems involving large scale data warehousing Design and implement data warehouse solutions for different stage of project Familiar with design, implement and maintain ETL process Abilities Programming Python SQL Dataflow Cloud Pubsub ETL MSBI Hive Airflow Tableau Docker Trinity DW Platforms AWS GCP People/Personal Project
Full-time / Interested in working remotely
6-10 years
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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.
Professional Background
Current status
Employed
Job Search Progress
Open to opportunities
Professions
Full Stack Development, Machine Learning Engineer, Electronics Engineer
Fields of Employment
Artificial Intelligence / Machine Learning, Software, Hardware
Work experience
More than 15 years
Management
I've had experience in managing 10-15 people
Skills
Languages
English
・
Intermediate
Job search preferences
Positions
軟體工程師、影像處理工程師、AI處理工程師、演算法工程師
Job types
Full-time
Locations
台灣台北, 台灣新北市
Remote
Interested in working remotely
Freelance
No
Educations
School
國立台灣科技大學
Major
資訊與通訊
謝欣宏 (Morpheus Hsieh)
主要工作績效包含了PCB板四線量測自動測試機、醫療影像AI輔助診斷系統，工業4.0戰情系統的
的研發，以及創建團隊完成資訊系統的跨平台移植和功能進化
New Taipei City, Taiwan
工作經歷
高級工程師 • 露天市集
六月 2023 - 至今
- 成功實作整合了 Kubernetes、Airflow、Gitlab、Gitlab Runner 和 Docker Registry 的微服務系統架構 。
- 重構 TensorFlow Model Server AI 專案，實作 gRPC 協定減少通訊延遲 。
- 使用 PySpark 和 Apache Beam 處理深度學習的億級資料前處理 。
- 利用 Spring Boot 改進了 NLP 專案，增加模組化設計、新增單元測試，加入微服務同步機制 。
- 獨力建置 ELK Satck Cluster with Basic Security 基礎建設，使用 monitoring with metricbeat 和 beats 蒐集資料，整合 Serverless API 容器以提供查詢服務。
- 使用 Elasticsearch Python Client 和 FastAPI 建立了 ELK Schemaless API 服務，並整合 Swagger 文件。運用 Docker 容器技術建立 CICD 工作流程，實現根據標籤模式自動部署到不同環境的功能。
主任工程師 • 電源供應器製造業
六月 2022 - 一月 2023
- 完成高併發流量分析，解決千人同時登入雍塞情形
- 遵循Scrum開發官網系統 ，使用GitLab進行版本控制、自動化單元測試和程式碼變更佈署
資深技術經理 • 半導體設備製造業
一月 2021 - 十二月 2021
PCB板四線自動量測機研發，電阻量測準確率從3%誤差率提升到0.1%
博士後研究 • 台北醫學大學
十二月 2019 - 六月 2020
• 實作DeepLung肺結節偵測和分類演算法，準確率93.6%以上。
• 實作醫療影像AI輔助診斷系統，包含偵測、分類和自動報告，預期可提高26%的報告產出。
• 將容器與虛擬化技術運用於AI訓練伺服器管理和軟體開發，提升團隊效率。
• 主導巨量醫療影像之蒐集、標註、匿名、特徵擷取和資料庫管理。
技術副理 • 工業電腦製造業
四月 2017 - 五月 2018
• 工業4.0戰情系統研發，運用MES和ERP資料庫，開發即時產線資訊、生產效率和全球佈局系統。
• 開發全新的IoT即時環境監控和生產日報表系統。
研究助理 • 國立台灣科技大學
四月 2008 - 八月 2016
• A study of IoT Devices Grouping and power saving based on indoor environment of LTE-A Narrowband carrier aggregation technology (MOST 105-2221-E-011-114)
• Study on dynamically regulating the frame configuration to investigate the wireless band operating strategy based on TDD LTE CA mode (MOST 103-2221-E-011-121)
• The study of wireless broadband construct for last mile based on LTE/LTE-A (NSC 100-2221-E-011-077)
資訊專案技術總監 • 國防事業單位
七月 2006 - 四月 2011
• 完成層份架構和計畫備料系統，節省年度計畫料件採購費5%
• 完成資料庫轉換系統，將五種異質資料庫整合於單一關聯資料庫
• 完成料件庫儲管理，工令管制和工時管理系統，提供更友善的操作介面
• 資訊技術人員的培訓和管理，上述軟體系統架構規劃、建置與實作
資訊部門主管 • 國防事業單位
七月 1999 - 七月 2006
• 責300+台作業電腦的硬體修護和管理，在95%妥善率目標下減少了維護成本20%。
• 負責600+員規模的軟體系統開發和維護，以及網路基礎架構維護與管理。
• 完成跨年度大型資訊專案共六案，年度內資訊系統開發七案。
學歷
2006 - 2016
國立台灣科技大學
電機系資訊與通訊組 博士
1997 - 1999
中正理工學院
電子工程研究所計算機組 碩士
資格認證
視聽電子乙級
行政院勞工委員會
029-003995
發照日期 十二月 2009 · 永久有效
軟體應用乙級
行政院勞工委員會
118-017356
發照日期 十二月 2006 · 永久有效
電信工程人員資格證
交通部
024821
發照日期 六月 1998 · 永久有效
室內配線丙級
行政院勞工委員會
007-023092
發照日期 十月 1995 · 永久有效
軟體設計丙級
行政院勞工委員會
119-006663
發照日期 四月 1994 · 永久有效
技能
- 深度學習：Python, PyTorch, TensorFlow, Keras and Pandas
- 虛擬技術：Virtual Box, VM Ware, Linux KVM, Docker, Kubernetes, Jenkins
- 程式語言：Java-Spring Boot, C & C++, PHP-Laravel, Clipper, FoxPro
- 前端語言：JavaScript, JQuery, AJAX, Vuejs
- 資 料 庫：MongoDB, Oracle, MySQL, Maria DB, PostgreSQL, DBASE, ACCESS, Timescale
- 作業系統：Windows, Ubuntu, CentOS, Novell, DOS, OS2
- 版本控制：GitLab, GitHub, SVN
- 電路設計：Protel, Altium Designer
- 電路設計：Protel, Altium Designer
謝欣宏 (Morpheus Hsieh)
主要工作績效包含了PCB板四線量測自動測試機、醫療影像AI輔助診斷系統，工業4.0戰情系統的
的研發，以及創建團隊完成資訊系統的跨平台移植和功能進化
New Taipei City, Taiwan
工作經歷
高級工程師 • 露天市集
六月 2023 - 至今
- 成功實作整合了 Kubernetes、Airflow、Gitlab、Gitlab Runner 和 Docker Registry 的微服務系統架構 。
- 重構 TensorFlow Model Server AI 專案，實作 gRPC 協定減少通訊延遲 。
- 使用 PySpark 和 Apache Beam 處理深度學習的億級資料前處理 。
- 利用 Spring Boot 改進了 NLP 專案，增加模組化設計、新增單元測試，加入微服務同步機制 。
- 獨力建置 ELK Satck Cluster with Basic Security 基礎建設，使用 monitoring with metricbeat 和 beats 蒐集資料，整合 Serverless API 容器以提供查詢服務。
- 使用 Elasticsearch Python Client 和 FastAPI 建立了 ELK Schemaless API 服務，並整合 Swagger 文件。運用 Docker 容器技術建立 CICD 工作流程，實現根據標籤模式自動部署到不同環境的功能。
主任工程師 • 電源供應器製造業
六月 2022 - 一月 2023
- 完成高併發流量分析，解決千人同時登入雍塞情形
- 遵循Scrum開發官網系統 ，使用GitLab進行版本控制、自動化單元測試和程式碼變更佈署
資深技術經理 • 半導體設備製造業
一月 2021 - 十二月 2021
PCB板四線自動量測機研發，電阻量測準確率從3%誤差率提升到0.1%
博士後研究 • 台北醫學大學
十二月 2019 - 六月 2020
• 實作DeepLung肺結節偵測和分類演算法，準確率93.6%以上。
• 實作醫療影像AI輔助診斷系統，包含偵測、分類和自動報告，預期可提高26%的報告產出。
• 將容器與虛擬化技術運用於AI訓練伺服器管理和軟體開發，提升團隊效率。
• 主導巨量醫療影像之蒐集、標註、匿名、特徵擷取和資料庫管理。
技術副理 • 工業電腦製造業
四月 2017 - 五月 2018
• 工業4.0戰情系統研發，運用MES和ERP資料庫，開發即時產線資訊、生產效率和全球佈局系統。
• 開發全新的IoT即時環境監控和生產日報表系統。
研究助理 • 國立台灣科技大學
四月 2008 - 八月 2016
• A study of IoT Devices Grouping and power saving based on indoor environment of LTE-A Narrowband carrier aggregation technology (MOST 105-2221-E-011-114)
• Study on dynamically regulating the frame configuration to investigate the wireless band operating strategy based on TDD LTE CA mode (MOST 103-2221-E-011-121)
• The study of wireless broadband construct for last mile based on LTE/LTE-A (NSC 100-2221-E-011-077)
資訊專案技術總監 • 國防事業單位
七月 2006 - 四月 2011
• 完成層份架構和計畫備料系統，節省年度計畫料件採購費5%
• 完成資料庫轉換系統，將五種異質資料庫整合於單一關聯資料庫
• 完成料件庫儲管理，工令管制和工時管理系統，提供更友善的操作介面
• 資訊技術人員的培訓和管理，上述軟體系統架構規劃、建置與實作
資訊部門主管 • 國防事業單位
七月 1999 - 七月 2006
• 責300+台作業電腦的硬體修護和管理，在95%妥善率目標下減少了維護成本20%。
• 負責600+員規模的軟體系統開發和維護，以及網路基礎架構維護與管理。
• 完成跨年度大型資訊專案共六案，年度內資訊系統開發七案。
學歷
2006 - 2016
國立台灣科技大學
電機系資訊與通訊組 博士
1997 - 1999
中正理工學院
電子工程研究所計算機組 碩士
資格認證
視聽電子乙級
行政院勞工委員會
029-003995
發照日期 十二月 2009 · 永久有效
軟體應用乙級
行政院勞工委員會
118-017356
發照日期 十二月 2006 · 永久有效
電信工程人員資格證
交通部
024821
發照日期 六月 1998 · 永久有效
室內配線丙級
行政院勞工委員會
007-023092
發照日期 十月 1995 · 永久有效
軟體設計丙級
行政院勞工委員會
119-006663
發照日期 四月 1994 · 永久有效
技能
- 深度學習：Python, PyTorch, TensorFlow, Keras and Pandas
- 虛擬技術：Virtual Box, VM Ware, Linux KVM, Docker, Kubernetes, Jenkins
- 程式語言：Java-Spring Boot, C & C++, PHP-Laravel, Clipper, FoxPro
- 前端語言：JavaScript, JQuery, AJAX, Vuejs
- 資 料 庫：MongoDB, Oracle, MySQL, Maria DB, PostgreSQL, DBASE, ACCESS, Timescale
- 作業系統：Windows, Ubuntu, CentOS, Novell, DOS, OS2
- 版本控制：GitLab, GitHub, SVN
- 電路設計：Protel, Altium Designer
- 電路設計：Protel, Altium Designer