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Data Engineer @TSMC 台積電
・
2022 ~ Presente
資料分析師、演算法工程師、軟體工程師、軟體專案管理
En un mes
Backend Development
NLP
Python
Empleado
・
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
國立中央大學 National Central University
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網路學習科技研究所
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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
En un mes
Python
R
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Empleado
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A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
國立政治大學（National Chengchi University）
・
資訊科學系
Avatar of 謝明翰.
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謝明翰
Past
後端工程師 @Canner （易開科技）
・
2023 ~ 2024
Senior Backend Engineer
En un mes
產品數據中台，專注於新功能開發、問題排查，並致力於優化團隊的開發流程。參與公司開源專案 accio 的 DSL parser 開發，負責開發 ChatGPT 自然語言獲取數據的 Plugin。 #Node.js #Typescript #Data Modeling #GraphQL 後端工程師 愛酷智能科技 AccuHit AI technology company 九月三月 2023 Taipei, Taiwan 主導團隊升級 PHP
Node.js / Express.js
Git-flow
Golang
Desempleado
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Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
東海大學 Tunghai University
・
資訊工程
Avatar of Patrick Hsu.
Avatar of Patrick Hsu.
Patrick Hsu
Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.
・
2021 ~ Presente
Software Engineer
En un mes
Patrick Hsu AI Research & Development As a seasoned AI engineer with six years of experience, I specialize in computer vision, 3D body model reconstruction, generative AI, and possessing some knowledge in natural language processing (NLP). | New Taipei City, [email protected] Work Experience (6 years) Algorithm Research & Design• TG3D Studio MayPresent A skilled engineer specialized in computer vision and generative AI with experience in developing and training AI models for digital fashion applications. Body AI: Virtual Try On Integrated cutting-edge technologies such as Stable Diffusion, ControlNet, and Prompt Engineering to create a sophisticated system for
Python
AI & Machine Learning
Image Processing
Empleado
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國立台灣大學
・
生物產業機電工程所
Avatar of 李昀庭.
Avatar of 李昀庭.
李昀庭
CakeResume Premium Badge
AI Engineer @Playsee
・
2022 ~ Presente
資料分析師、資料科學家、產品經理
En un mes
李昀庭 Data scientist Taiwan 技能 Machine learning and Engineering skills: Python, Big Query, Google Storage, Linux, Docker, GCP, AWS, Scikit-learn, Tensorflow, Pytorch, MLOps, FastAPI, Machine Learning, Deep Learning, Computer Vision, NLP Experimental design, Project management, Product design English - TOEIC 725 工作經歷 AI工程師 Playsee NovPresent Taipei, Taiwan 自動化標註推薦系統 設計並實踐架構取代25個標註者並及時標記和篩選視頻審核內容。 設計並優化影片
Python
Project Management
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Empleado
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A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
National Cheng Kung University
・
心理所（認知科學所）
Avatar of 喬康豪.
Avatar of 喬康豪.
喬康豪
全端工程師 @中冠資訊股份有限公司
・
2021 ~ Presente
網站後端工程師
En un mes
University, 深度學習工程師 deep-learning-engineer, Oct 2017 ~ Sep 2018 實驗室要導入時間序列相關深度學習之先導研究，題目為自然語言處理，利用tensorflow搭建NLP語言模型 (1) 文本分類：利用RNN與CNN進行文本分類。 (2) Word to vector：文字向量轉化 (3) 文本摘要總結：利用sequence to sequence模型架構，輸入經
Vue.js
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k8s
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6-10 años
清華大學 National Tsing Hua University
・
核子工程 nuclear engineering
Avatar of Yves Hsu.
Avatar of Yves Hsu.
Yves Hsu
系統應用開發課 Senior Engineer @久元電子股份有限公司 Youngtek Electronics Co.
・
2019 ~ Presente
資深前端工程師
En un mes
. Developed a Chinese characters full-text search database with customized full-text search database and index creation based on the inverted index, resulting in higher efficiency of exact search of Chinese characters than the current database software (SQL Like). Implemented the search algorithm, indexing, and sorting functions using NLP techniques such as HMM, SVM, TF-IDF, and inverted index. Designed and implemented non-dictionary-based, word segmentation, word vector, and article categorization by SVM to improve the accuracy of search results. Optimized the search engine's performance, reducing the search time by 90% and improving the
Web Developer
SQL Server
Oracle Database
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A tiempo completo / Interesado en trabajar a distancia
6-10 años
中原大學
・
資訊管理學系
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商業分析師 @凱基商業銀行股份有限公司
・
2021 ~ Presente
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
En un mes
Python
English as a Second Language (ESL)
Excel
Empleado
・
Abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
國立政治大學（National Chengchi University）
・
數位內容
Avatar of Emily Ledoux.
Avatar of Emily Ledoux.
Emily Ledoux
Principal @Cascade Data Labs
・
2016 ~ 2022
Director Data
En el plazo de dos meses
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
Empleado
・
Abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
6-10 años
University of Pennsylvania
・
Economics
Avatar of Kevin Fan.
Avatar of Kevin Fan.
Kevin Fan
Backend Engineer @群馥科技股份有限公司(Fortuna Intelligence Company,LTD)
・
2023 ~ Presente
前端工程師、後端工程師、全端工程師
En un mes
優化系統並提升可承載量。熟悉多種後端框架和前端框架，能夠快速適應不同的開發環境。 具有一定程度的自然語言處理（NLP）理解，尤其在文本分析、情感分析和語意理解方面。能夠理解NLP技術在解決實際問題中的應用場景，並與團隊合作實現項
JavaScript
Java
Python
Empleado
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De 4 a 6 años
國立聯合大學 National United University
・
資訊工程

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Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
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En un mes
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溫士朋
Project Engineer
Wipro
・
2023 ~ Presente
Taipei City, Taiwan
Professional Background
Situación actual
Empleado
Progreso en la búsqueda de empleo
No está abierto a oportunidades
Professions
Information Analyst
Fields of Employment
Organismos públicos y locales
Experiencia laboral
1-2 años
Management
Ninguno
Habilidades
Python
Natural Language Processing (NLP)
Idiomas
English
・
Fluido
Job search preferences
Posición
行政、研究相關
Tipo de trabajo
A tiempo completo
Ubicación
台灣台北市, 台灣台中市北區台中
A distancia
Interesado en trabajar a distancia
Freelance
Sí, soy un autónomo amateur.
Educación
Escuela
東海大學
Mayor
社會學
Imprimir

溫士朋 | Shih-Peng Wen

熟悉資料收集、數據分析、以及學術寫作。
Tel: 0910-813-930 | E-Mail: [email protected] | Website: wspooong.com |   wspooong

工作經驗

Project Engineer

印度商威普羅 | Jul 2023 - Present

  • 領導測試工具團隊，協助手動測試員設置環境。
  • 進行手動測試以確保硬體和軟體的品質。
  • Dashboard建立：使用 Google Apps Script 追蹤Issue狀態。

資料工程師

中央研究院 人文社會科學研究中心 調查研究專題中心 | Apr 2021 - Jul 2023

  • 研究相關：
    • 網路輿情分析：包含資料清理、文字探勘、NLP等。
    • 調查問卷：規劃問卷，並針對問卷結果進行統計分析及網絡分析。
  • 程式相關：
    • 開發資料爬蟲程式：針對Facebook、YouTube、Twitter、Tiktok開發爬蟲程式。
    • 數據視覺化：利用Python Plotly開發Dashboard供研究案使用。
    • 網頁開發：為協助資料捐贈研究案進行，利用Flask、Vue.js建立資料捐贈工具。
  • 其他：
    • 實習課程規劃：主導為期8週的實習生計畫，協助實習生建立研究問題、利用NLP技術進行研究。

學歷

東海大學| 社會學系 碩士

2016 - 2017, 2019 - 2021 | GPA 3.8
升學結構下的技職教育：以台北市立大安高工為例

世新大學 | 社會心理學系 學士

2012 - 2016

技能

程式語言：Python、R。 | 程式技能：網路爬蟲、資料清理、資料視覺化、SQL、NLP。
研究：內容分析、問卷設計、報告撰寫。 
認證：TOEIC Gold (885/990)、Professional Data Analyst by DataCamp (DA0021135851199)。

專案

NDLTD TW Papers Graph（個人專案）
https://ndltd-tw-papers-graph.wspooong.com/

此專案部署在 AWS 雲端平台上。前端採用 Vue.js，後端使用 FastAPI。Opensearch 作為向量資料庫。透過 GitHub Actions 來自動化 CI/CD 流程。
資料收集部分，使用 AWS Lambda 作為網路爬蟲，並且利用 Sentence-Transformer 來理解文字的含義。文章相似度的判斷，則透過 KNN 演算法來找尋彼此內容相似的文章。

家長的教養焦慮：以文字探勘技術分析「家有中學生」臉書社團（發表於社會學年會）

https://www.tsameetings.org.tw/page.php?menu_id=79&new_id=341

利用BERTopic分析「家有中學生」臉書社團之貼文，觀察各個群集間的趨勢、並試圖解釋。

溫士朋 | Shih-Peng Wen

Python Developer with experience in collecting data, interpreting data and writing.
Tel: 0910-813-930 | E-Mail: [email protected] | Website: wspooong.com |   wspooong

Work Experience

Project Engineer

Wipro
Jul 2023 - Present

  • Leading the testing tool team, assisting manual testers with environment setup.
  • Conducting manual testing to ensure the quality of hardware and software.
  • Building Dashboard for issue tracking with Google Apps Script.

Data Engineer

Center for Survey Research, Research Center for Humanities and Social Sciences, Academia Sinica.
Apr 2021 - Jul 2023

  • Research Experience:
    • Online Opinion Analysis: Conducted data cleaning, text mining (e.g. NLP) for opinion analysis.
    • Survey Design: Planned questionnaires and performed statistical and network analysis on the survey results. 

  • Programming Experience:

    • Web Scraping: Developed web scraper for Facebook, YouTube, Twitter, and TikTok.

    • Data Visualization: Utilized Python Plotly to develop dashboards for research projects.

    • Web Development: Built a data donation tool using Flask and Vue.js for research projects.

  • Other Experience:

    • Internship Program: Led an 8-week internship program, assisting interns in formulating research questions and utilizing text mining techniques for their research.

Education

Tunghai University | M.A, Sociology 

2016 - 2017, 2019 - 2021 | GPA 3.8
Vocational Education Under The Structure Of Credentialism

Shih Hsin University | B.S, Social Psychology

2012 - 2016

Skills

Language: Python, R. | Technical Skills: Web Scraping, Data Cleaning, Visualization, SQL, NLP.
Research Skills: Content Analysis (Qualitative), Survey Design, Academic Writing.
Certifications: TOEIC Gold, Professional Data Analyst by DataCamp (DA0021135851199).

Projects

NDLTD TW Papers Graph (Personal Project)

https://ndltd-tw-papers-graph.wspooong.com/

This project uses Vue.js for the frontend and FastAPI for the backend. It utilizes Opensearch as vector database. The project employs GitHub Actions for automating the CI/CD process. It is hosted on AWS. Uses AWS Lambda as  web scraper to gather data, using Sentence-Transformer to understand the meaning of words, and uses KNN to find articles that are similar to each other.

Parental Parenting Anxiety: Analyzing Facebook Group for Parents of Middle School Students through Text Mining Techniques (Conference Paper)

Agenda

Utilize the OpenAI Embedding model and the Topic Model Method to identify the subjects of discussion among parents on the internet.

Resume
Perfil
Imprimir

溫士朋 | Shih-Peng Wen

熟悉資料收集、數據分析、以及學術寫作。
Tel: 0910-813-930 | E-Mail: [email protected] | Website: wspooong.com |   wspooong

工作經驗

Project Engineer

印度商威普羅 | Jul 2023 - Present

  • 領導測試工具團隊，協助手動測試員設置環境。
  • 進行手動測試以確保硬體和軟體的品質。
  • Dashboard建立：使用 Google Apps Script 追蹤Issue狀態。

資料工程師

中央研究院 人文社會科學研究中心 調查研究專題中心 | Apr 2021 - Jul 2023

  • 研究相關：
    • 網路輿情分析：包含資料清理、文字探勘、NLP等。
    • 調查問卷：規劃問卷，並針對問卷結果進行統計分析及網絡分析。
  • 程式相關：
    • 開發資料爬蟲程式：針對Facebook、YouTube、Twitter、Tiktok開發爬蟲程式。
    • 數據視覺化：利用Python Plotly開發Dashboard供研究案使用。
    • 網頁開發：為協助資料捐贈研究案進行，利用Flask、Vue.js建立資料捐贈工具。
  • 其他：
    • 實習課程規劃：主導為期8週的實習生計畫，協助實習生建立研究問題、利用NLP技術進行研究。

學歷

東海大學| 社會學系 碩士

2016 - 2017, 2019 - 2021 | GPA 3.8
升學結構下的技職教育：以台北市立大安高工為例

世新大學 | 社會心理學系 學士

2012 - 2016

技能

程式語言：Python、R。 | 程式技能：網路爬蟲、資料清理、資料視覺化、SQL、NLP。
研究：內容分析、問卷設計、報告撰寫。 
認證：TOEIC Gold (885/990)、Professional Data Analyst by DataCamp (DA0021135851199)。

專案

NDLTD TW Papers Graph（個人專案）
https://ndltd-tw-papers-graph.wspooong.com/

此專案部署在 AWS 雲端平台上。前端採用 Vue.js，後端使用 FastAPI。Opensearch 作為向量資料庫。透過 GitHub Actions 來自動化 CI/CD 流程。
資料收集部分，使用 AWS Lambda 作為網路爬蟲，並且利用 Sentence-Transformer 來理解文字的含義。文章相似度的判斷，則透過 KNN 演算法來找尋彼此內容相似的文章。

家長的教養焦慮：以文字探勘技術分析「家有中學生」臉書社團（發表於社會學年會）

https://www.tsameetings.org.tw/page.php?menu_id=79&new_id=341

利用BERTopic分析「家有中學生」臉書社團之貼文，觀察各個群集間的趨勢、並試圖解釋。

溫士朋 | Shih-Peng Wen

Python Developer with experience in collecting data, interpreting data and writing.
Tel: 0910-813-930 | E-Mail: [email protected] | Website: wspooong.com |   wspooong

Work Experience

Project Engineer

Wipro
Jul 2023 - Present

  • Leading the testing tool team, assisting manual testers with environment setup.
  • Conducting manual testing to ensure the quality of hardware and software.
  • Building Dashboard for issue tracking with Google Apps Script.

Data Engineer

Center for Survey Research, Research Center for Humanities and Social Sciences, Academia Sinica.
Apr 2021 - Jul 2023

  • Research Experience:
    • Online Opinion Analysis: Conducted data cleaning, text mining (e.g. NLP) for opinion analysis.
    • Survey Design: Planned questionnaires and performed statistical and network analysis on the survey results. 

  • Programming Experience:

    • Web Scraping: Developed web scraper for Facebook, YouTube, Twitter, and TikTok.

    • Data Visualization: Utilized Python Plotly to develop dashboards for research projects.

    • Web Development: Built a data donation tool using Flask and Vue.js for research projects.

  • Other Experience:

    • Internship Program: Led an 8-week internship program, assisting interns in formulating research questions and utilizing text mining techniques for their research.

Education

Tunghai University | M.A, Sociology 

2016 - 2017, 2019 - 2021 | GPA 3.8
Vocational Education Under The Structure Of Credentialism

Shih Hsin University | B.S, Social Psychology

2012 - 2016

Skills

Language: Python, R. | Technical Skills: Web Scraping, Data Cleaning, Visualization, SQL, NLP.
Research Skills: Content Analysis (Qualitative), Survey Design, Academic Writing.
Certifications: TOEIC Gold, Professional Data Analyst by DataCamp (DA0021135851199).

Projects

NDLTD TW Papers Graph (Personal Project)

https://ndltd-tw-papers-graph.wspooong.com/

This project uses Vue.js for the frontend and FastAPI for the backend. It utilizes Opensearch as vector database. The project employs GitHub Actions for automating the CI/CD process. It is hosted on AWS. Uses AWS Lambda as  web scraper to gather data, using Sentence-Transformer to understand the meaning of words, and uses KNN to find articles that are similar to each other.

Parental Parenting Anxiety: Analyzing Facebook Group for Parents of Middle School Students through Text Mining Techniques (Conference Paper)

Agenda

Utilize the OpenAI Embedding model and the Topic Model Method to identify the subjects of discussion among parents on the internet.