CakeResume Talent Search

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Bật
4-6 năm
6-10 năm
10-15 năm
Hơn 15 năm
New Taipei City, Taiwan
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Avatar of the user.
Past
博士後研究員 @洛桑大學神經發育疾病實驗室
2023 ~ 2023
Data Scientist, Data Analyst, Machine Learning Engineer
Trong vòng một tháng
Data Science
Data Analysis
Machine Learning
Thất nghiệp
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
洛桑聯邦理工學院(EPFL)
神經科學
Avatar of 吳俊瑩.
Avatar of 吳俊瑩.
Past
Industrial Engineer @鴻海精密工業股份有限公司
2019 ~ 2023
Data Analyst 數據分析師 / Data Scientist 資料科學家
Trong vòng một tháng
吳俊瑩 Dani el 資料科學家/ AI專案管理/ IE工程師 ·4年網通智能製造經驗,負責工業4.0數位轉型專案 ·統計背景、對數字高度敏銳,能夠有效運用數據 ·思緒縝密、規劃能力強,領導團隊朝目標推進 ·積極主動、學習能力佳,持續吸收新知識 danielwu0221@protonmail
python
R
SAP
Thất nghiệp
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
國立臺北大學 National Taipei University
經濟學
Avatar of LIAO WEI CHI.
Avatar of LIAO WEI CHI.
Sr. Technical Product Manager @FunNow 曙客股份有限公司
2022 ~ Hiện tại
專案經理、產品經理、系統分析師
Trong vòng một tháng
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
Đã có việc làm
Bật trạng thái tìm việc
Full-time / Quan tâm đến làm việc từ xa
6-10 năm
University of Southampton
Operational Research and Finance
Avatar of Jay Lin.
Avatar of Jay Lin.
Founder @MyDearTeacher
2014 ~ 2022
Data, backend or project management
Trong vòng sáu tháng
Jay Lin Data Science / Web Developer About Soft Skills: Project Management Data Skills: Data Mining, Data Analysis, Machine Learning, NLP Web Skills: Flask, SQL, Docker Linked-in Profile and Blog Previous web/PM project: MyDearTeacher https://www.mydearteacher.com Experience Web Developer • MyDearTeacher MayMay 2022 · 1 yr 1 mo -Transitioned from a project management role to a web development position, where I solely reworked the company's website. -Integrated third-party APIs to enhance website functionality and provide users with additional features and services. -Conducted data ETL for migrating data from old
Python
Machine Learning
Deep Learning
Đã có việc làm
Full-time / Quan tâm đến làm việc từ xa
6-10 năm
University of Colorado Boulder
Data Science
Avatar of Yisheng Xu.
Avatar of Yisheng Xu.
Past
Senior Business Analyst, B2C Business @Shopee 新加坡商蝦皮娛樂電商有限公司台灣分公司
2018 ~ 2022
Data Analyst, Product Manager, Business Analyst
Trong vòng sáu tháng
feedback. • Successfully met the company's sales goals and launched products on time by managing project schedules and costs. • Collaborated with the local sales and marketing teams to monitor sales performance and ensure alignment with headquarters' expectations. • Led the product management of three successful product launches: Zenfone, Zenfone 4 Selfie, and Zenfone 3 MaxEducation University of Warwick e-Business Management (Data Science and Digital Operations Specialism) Coventry, United KingdomSoochow University Business Administration Taipei, TaiwanSkills Programming Languages: Tools: Soft Skills: Languages: SQL, Python Tableau, Power BI, Microsoft office, Google Workspace Leadership, Communication, Teamwork Mandarin (Native), English (Professional Proficiency)
SQL
Python
Tableau
Thất nghiệp
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
University of Warwick
e-Business Management (Data Science and Digital Operations Specialism)
Avatar of 鄭凱元.
Avatar of 鄭凱元.
AI Engineer @TSMC 台積電
2022 ~ Hiện tại
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
Trong vòng một tháng
. Mechanical Engineer (Vehicle Chassis), HAITEC, 2016//4 Design and develop steering wheel and airbag. SKILLS Programming Python C++ Development Tools PyTorch OpenCV Linux Docker Git Domain knowledge Super resolurion Object detection Face detection and recognition Machine Learning Web Crawling EDUCATION INSTITUTE FOR INFORMATION INDUSTRY Data Engineering and Data Analytics Intensive Training Program (2018//11) NATIONAL TAIWAN UNIVERSITY (NTU) Master of Mechanical Engineering (2013//7) NATIONAL TAIWAN UNIVERSITY (NTU) Bachelor of Mechanical Engineering (2009//6) CERTIFICATES Microsoft Professional Program: Data Science Certificate TOEIC Golden Certificate (915/990) PROJECTS
Python
machine learning
Linux
Đã có việc làm
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
國立臺灣大學 (National Taiwan University)
機械工程研究所
Avatar of the user.
Avatar of the user.
Product DEV Support Supervisor @Wiwynn
2021 ~ Hiện tại
PM/產品經理/專案管理
Trong vòng một tháng
Word
Excel
Microsoft Office
Đã có việc làm
Bật trạng thái tìm việc
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
National Taiwan University
圖書資訊學系
Avatar of Wang Chunshan.
Avatar of Wang Chunshan.
Data Engineer @TSMC 台積電
2022 ~ Hiện tại
資料分析師、演算法工程師、軟體工程師、軟體專案管理
Trong vòng một tháng
exhibition in the US. AI Developer,–, Silkrode the role specialized in refining BERT-based NLU models for precise text intent classification and NER Services. I architectured an API server, leveraging Tornado and Redis. deployment with GitLab-CI . At the same time, I integrated ELK for seamless data aggregation and system enhancement, ensuring a robust data lifecycle for training language models. OTHERS LLM Research, 2023 – now, Side Project I contributed to a side project where we developed an elementary school science debate robot using advanced language models and techniques.This robot simulates opposing viewpoints and
Backend Development
NLP
Python
Đã có việc làm
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
國立中央大學 National Central University
網路學習科技研究所
Avatar of the user.
Avatar of the user.
Sr. Full Stack Engineer @類神經網路股份有限公司
2021 ~ Hiện tại
資深程式設計師
Trong vòng một tháng
Android
Windows
Linux
Đã có việc làm
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
6-10 năm
輔仁大學 Fu Jen Catholic University
Computer Science and Information Engineering
Avatar of ChenHuei Huang.
Avatar of ChenHuei Huang.
BIOS Engineer @仁寶
2019 ~ Hiện tại
資深韌體工程師
Trong vòng một tháng
ChenHuei Huang BIOS Engineer New Taipei City, Taiwan Summary: - 5 years experience in BIOS development region with AMI/Insyde code structureyears experience in BIOS development region with ARM code structure. - Attend Intel/Microsoft Workshop for supporting Dell XPS 13/15 series in NPI phrase. - Expert in cross-functional communication for implementing functions and solving BIOS and factory problems. Skills: - Familiar with UEFI EDKII architecture, AMI/Insyde code base, and C/C++. - Familiar with kinds of debug tools. Such as Intel DCI, WinDbg, DDR memory training data dump, and
C
C++
PowerPoint
Đã có việc làm
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
國立金門大學
資訊

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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.
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Trong vòng một tháng
Software Engineer @ BridgeWell
Logo of BridgeWell.
BridgeWell
2021 ~ Hiện tại
Taiwan
Professional Background
Tình trạng hiện tại
Đã có việc làm
Tiến trình tìm việc
Tắt trạng thái tìm việc
Professions
Back-end Engineer
Fields of Employment
Phần mềm
Kinh nghiệm làm việc
2-4 năm
Management
Chưa có
Kỹ năng
Python
Node.js / Express.js
Docker
Git
Software Development Life Cycle
Databases
Data Structures and Algorithms
Linux
OOP Programming
Data Engineering & Data Processing
fast.ai
PySpark
Google Cloud Platform
Ngôn ngữ
English
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Vị trí
Junior Software Developer
Loại hình công việc
Full-time
Địa điểm
Taipei, 台灣, New Taipei City, 台灣, Taipei City, 台灣, Hsinchu, 新竹市台灣
Làm việc từ xa
Quan tâm đến làm việc từ xa
Freelance
Đúng, tôi là một freelancer nghiệp dư.
Học vấn
Trường học
National Central University
Chuyên ngành
Computer Science and Software Engineering
In

吳承儒 

Wu Cheng Ju


Data Engineer/ Backend Engineer
台北市,台灣
[email protected]

Profile 06 00@2x

 教育背景

國立中央大學, 碩士學位, 資訊工程/軟體工程, 2019 ~ 2021

在中央大學就讀軟工所期間,除了系上必修的軟體工程相關課程 (如: OOAD/軟體開發/雲端運算) 之外,也同時在網頁智慧與資料探勘 (WIDM) 實驗室底下開發非監督式網頁資料擷取系統,並著手研究關於序列標記應用在自動化網頁爬取之技術,整體涵蓋領域從 Machine Learning Engineering 至 Software Engineering 皆有接觸。
T1lpbat6fhj0i7ni5ke4

國立台北大學, 學士學位, 資訊工程, 2015 ~ 2019

在台北大學期間除了基礎本科 (如: 演算法、資料結構、電腦網路) 之外,也有選修機器學習、類神經網路以及軟體工程相關課程。並且在大四課外期間也有與同學籌辦前後端讀書會,一邊精實自己網頁全端開發技術、一邊分享所學技巧給共同參與的同學。
Sy7kqajpzjcpdu8s7bj5

 工作經歷

狄卡科技, 資料工程師, Feb 2023 ~ Now

松山區, 台北市, 台灣

  • Ads Event Data pipeline
  • Reporting Pipeline from scratch (Event -> Aggregation -> Clickhouse -> FastAPI)
  • DataProc, PySpark
  • Google Cloud Platform
  • Airflow

Fbr4a2wyrzcx1akbl35p

宇匯知識科技, 資料工程師, Aug 2021 ~ Feb 2023

松山區, 台北市, 台灣

  • Ads Event Data pipeline
  • Protobuf
  • Kafka
  • Apache Parquet/Apache Spark
  • BigQuery, Looker Studio, GA

Fbr4a2wyrzcx1akbl35p

友達光電, A+ 暑期實習, Jul 2020 ~ Aug 2020

東區, 新竹市, 台灣

  • 利用 Python、Pandas 將公司內數據進行自動串聯、整理,取代原本人工撈取、Excel 整理步驟,大幅縮減重複人力支出。
  • 利用機器學習演算法 (Boosting、Bagging)、資料重採樣 (Data Resampling) 針對 OQC複判資料進行訓練,得到能夠快速判斷製造端檢片資料是否為漏檢對象的模型,並且 ROC AUC 分數能到達到 95% 以上。
  • 撰寫腳本自動化資料預處理以及模型健康度檢驗,並且自動上拋預測結果至 EDA Server 進行可視化供檢驗人員快速瀏覽預測結果以及查看模型健康度。

Fbr4a2wyrzcx1akbl35p

關貿網路, 資料科學實習生, Jul 2019 ~ June 2020

南港區, 新北市, 台灣

  • 利用 NLP 方法針對客戶投訴之公司實體進行 NED 分析。
  • 幫助撰寫前端 SPEC 提供外包廠商參考。
  • 利用 Python 做資料清洗、整理。
  • 利用 SQL 幫助大數據專案前期做資料勾稽。
  • 基於 Express.js 開發 SNA 網路圖演算法 API。

Fbr4a2wyrzcx1akbl35p

中國信託銀行, 兼職全端工程師, Jul 2018 ~ Aug 2019

南港區, 新北市, 台灣

  • 使用 Appserv 框架開發/維護內部系輔助 TMU 加速檢核法人交易資訊。
  • 利用定時爬蟲抓取內部不同系統的交易資料並且利用 Pandas 整理成結構化資料匯入 DB。
  • 導入 GitFlow 來管理整個專案程式,加快系統部署時間。
  • 串接 Bloomberg、Reuter API 來抓取債券、FX 資料並利用 Chart.js 來可視化圖表。

Qynz666fxvbrjsnqnonx

 技能


 資料工程

  • Python
  • Data ETL
  • Poetry/Virtualenv
  • Web Scraping

 後端工程

  • Express.js
  • Egg.js
  • FastAPI
  • MongoDB
  • MySQL
  • Redis
  • Nginx

 軟體工程

  • Git/GitHub
  • VS Code
  • Vim
  • Docker
  • Jenkins
  • GitFlow/GithubFlow
  • OOAD

 作品集


個人網站: https://github.com/UnderSam (更多詳細資訊)

Paragraph image 01 00@2x

UML Editor

此專案為中央軟工所 OOAD 課程之期末專案,要利用 Java 撰寫一個擁有基本功能之 UML 應用程式,功能包括: 選取、移動、連接、群組、移除、命名。

keywords: OOAD, UML, Java

source code: https://github.com/UnderSam/UML_editor

Paragraph image 01 00@2x

LibrAssist Scraper

此專案為台北大學軟體工程課程之期末專案,要開發一個圖書館藏 APP,而我負責的部分為整個後端以及爬蟲的部分,為了節省硬體成本,我們將所有爬蟲以及身份認證轉由 Firebase 搭配 Google Cloud Function 去執行,達到 Serverless 的應用。

keywords: Web Scraping, Google Cloud Function, Firebase, Serverless

source code: https://github.com/UnderSam/Librassist_scraper

Paragraph image 01 00@2x

Electric Monitor System

此專案為課外期間額外接的全端開發案子,主要為開發一個能夠監控不同站點的電錶監控系統,並且附帶權限管理以及帳號動態啟用,另外還能夠限制單一帳號/裝置登入。

keywords: Python, MS-SQL, Express.js, RESTful API, JWT, Redis, Jenkins, Docker

source code: https://github.com/UnderSam/ElectricMonitor

Paragraph image 01 00@2x

Unsupervised Data ETL System

此專案為研究所負責之機器學習系統開發專案,旨在建立一個穩定且精準的非監督式網頁資料擷取系統,使用者只需要輸入幾頁相似架構的網站即可由系統自動推導出可能含有的資料欄位,並且此系統利用動態排程的方式來自動重新爬取/擷取新的資料,提供 24hr 更新不中斷的 Live API Endpoint。

keywords: MongoDB, Egg.js, Next.js, Redis, RabbitMQ

demo website: Data ETL System

Resume
Hồ sơ của tôi

吳承儒 

Wu Cheng Ju


Data Engineer/ Backend Engineer
台北市,台灣
[email protected]

Profile 06 00@2x

 教育背景

國立中央大學, 碩士學位, 資訊工程/軟體工程, 2019 ~ 2021

在中央大學就讀軟工所期間,除了系上必修的軟體工程相關課程 (如: OOAD/軟體開發/雲端運算) 之外,也同時在網頁智慧與資料探勘 (WIDM) 實驗室底下開發非監督式網頁資料擷取系統,並著手研究關於序列標記應用在自動化網頁爬取之技術,整體涵蓋領域從 Machine Learning Engineering 至 Software Engineering 皆有接觸。
T1lpbat6fhj0i7ni5ke4

國立台北大學, 學士學位, 資訊工程, 2015 ~ 2019

在台北大學期間除了基礎本科 (如: 演算法、資料結構、電腦網路) 之外,也有選修機器學習、類神經網路以及軟體工程相關課程。並且在大四課外期間也有與同學籌辦前後端讀書會,一邊精實自己網頁全端開發技術、一邊分享所學技巧給共同參與的同學。
Sy7kqajpzjcpdu8s7bj5

 工作經歷

狄卡科技, 資料工程師, Feb 2023 ~ Now

松山區, 台北市, 台灣

  • Ads Event Data pipeline
  • Reporting Pipeline from scratch (Event -> Aggregation -> Clickhouse -> FastAPI)
  • DataProc, PySpark
  • Google Cloud Platform
  • Airflow

Fbr4a2wyrzcx1akbl35p

宇匯知識科技, 資料工程師, Aug 2021 ~ Feb 2023

松山區, 台北市, 台灣

  • Ads Event Data pipeline
  • Protobuf
  • Kafka
  • Apache Parquet/Apache Spark
  • BigQuery, Looker Studio, GA

Fbr4a2wyrzcx1akbl35p

友達光電, A+ 暑期實習, Jul 2020 ~ Aug 2020

東區, 新竹市, 台灣

  • 利用 Python、Pandas 將公司內數據進行自動串聯、整理,取代原本人工撈取、Excel 整理步驟,大幅縮減重複人力支出。
  • 利用機器學習演算法 (Boosting、Bagging)、資料重採樣 (Data Resampling) 針對 OQC複判資料進行訓練,得到能夠快速判斷製造端檢片資料是否為漏檢對象的模型,並且 ROC AUC 分數能到達到 95% 以上。
  • 撰寫腳本自動化資料預處理以及模型健康度檢驗,並且自動上拋預測結果至 EDA Server 進行可視化供檢驗人員快速瀏覽預測結果以及查看模型健康度。

Fbr4a2wyrzcx1akbl35p

關貿網路, 資料科學實習生, Jul 2019 ~ June 2020

南港區, 新北市, 台灣

  • 利用 NLP 方法針對客戶投訴之公司實體進行 NED 分析。
  • 幫助撰寫前端 SPEC 提供外包廠商參考。
  • 利用 Python 做資料清洗、整理。
  • 利用 SQL 幫助大數據專案前期做資料勾稽。
  • 基於 Express.js 開發 SNA 網路圖演算法 API。

Fbr4a2wyrzcx1akbl35p

中國信託銀行, 兼職全端工程師, Jul 2018 ~ Aug 2019

南港區, 新北市, 台灣

  • 使用 Appserv 框架開發/維護內部系輔助 TMU 加速檢核法人交易資訊。
  • 利用定時爬蟲抓取內部不同系統的交易資料並且利用 Pandas 整理成結構化資料匯入 DB。
  • 導入 GitFlow 來管理整個專案程式,加快系統部署時間。
  • 串接 Bloomberg、Reuter API 來抓取債券、FX 資料並利用 Chart.js 來可視化圖表。

Qynz666fxvbrjsnqnonx

 技能


 資料工程

  • Python
  • Data ETL
  • Poetry/Virtualenv
  • Web Scraping

 後端工程

  • Express.js
  • Egg.js
  • FastAPI
  • MongoDB
  • MySQL
  • Redis
  • Nginx

 軟體工程

  • Git/GitHub
  • VS Code
  • Vim
  • Docker
  • Jenkins
  • GitFlow/GithubFlow
  • OOAD

 作品集


個人網站: https://github.com/UnderSam (更多詳細資訊)

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UML Editor

此專案為中央軟工所 OOAD 課程之期末專案,要利用 Java 撰寫一個擁有基本功能之 UML 應用程式,功能包括: 選取、移動、連接、群組、移除、命名。

keywords: OOAD, UML, Java

source code: https://github.com/UnderSam/UML_editor

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LibrAssist Scraper

此專案為台北大學軟體工程課程之期末專案,要開發一個圖書館藏 APP,而我負責的部分為整個後端以及爬蟲的部分,為了節省硬體成本,我們將所有爬蟲以及身份認證轉由 Firebase 搭配 Google Cloud Function 去執行,達到 Serverless 的應用。

keywords: Web Scraping, Google Cloud Function, Firebase, Serverless

source code: https://github.com/UnderSam/Librassist_scraper

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Electric Monitor System

此專案為課外期間額外接的全端開發案子,主要為開發一個能夠監控不同站點的電錶監控系統,並且附帶權限管理以及帳號動態啟用,另外還能夠限制單一帳號/裝置登入。

keywords: Python, MS-SQL, Express.js, RESTful API, JWT, Redis, Jenkins, Docker

source code: https://github.com/UnderSam/ElectricMonitor

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Unsupervised Data ETL System

此專案為研究所負責之機器學習系統開發專案,旨在建立一個穩定且精準的非監督式網頁資料擷取系統,使用者只需要輸入幾頁相似架構的網站即可由系統自動推導出可能含有的資料欄位,並且此系統利用動態排程的方式來自動重新爬取/擷取新的資料,提供 24hr 更新不中斷的 Live API Endpoint。

keywords: MongoDB, Egg.js, Next.js, Redis, RabbitMQ

demo website: Data ETL System