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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
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ACER 宏碁股份有限公司
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Aita International Co., Ltd
Akatsuki Taiwan Inc
Alfred Labs.
Anue - Data Application Department
Avanade - joint venture of Microsoft and Accenture
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  • Excluir resultados leídos
  • Show all experiences
Avatar of 宋浩茹 Ellie Sung.
Avatar of 宋浩茹 Ellie Sung.
宋浩茹 Ellie Sung
CakeResume Premium Badge
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
reducing parameter training volume to 2% , decreasing memory usage by 70%, and increasing training speed by 25%. Architecture Optimization: Used Direct Preference Optimization (DPO) to optimize Reinforcement Learning, improving model efficiency and decision quality. [ G itHub ] Graduate Research Assistant OctOct 2023 Institute of Information Science, Academia Sinica, Taiwan Natural Language and Knowledge Processing Lab (NLP Lab) Publication: Published in ACM CIKMSequential Text-based Knowledge Update with Self-Supervised Learning for Generative Language Models . [ Paper | GitHub ] Performance has improved by 18.8% compared to traditional methods in the past and surpassed SOTA LLMs by 39.6
Python
R
Natural Language Processing (NLP)
Empleado
・
Listo para la entrevista
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 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
・
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
國立台灣大學
・
生物產業機電工程所
Avatar of chiyun chao.
Avatar of chiyun chao.
chiyun chao
Research & Development Engineer @三竹資訊股份有限公司
・
2023 ~ Presente
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
趙啟雲 chiyun chao A software engineer with 4 years of experience in AI model training and backend development. In the domain of machine/deep learning, I am familiar with: - focus on NLP(Natural language processing) and DPI(Deep packet inspection) - NLP networks such as Transformer, BERT, T5 - have experience with AI training platform development with mlflow, Label Studio, DVC In terms of backend development, I have the following experience： - backend framework: Spring boot, Flask - familiar with DB syntax for Elasticsearch, PosgresSQL and MSSQL Taiwan E-mail: [email protected] Skill languages Python JAVA backend
Python
JAVA
Linux
Empleado
・
Abierto a oportunidades
A tiempo completo / No está interesado en trabajar a distancia
De 4 a 6 años
國立中央大學 National Central University
・
資訊工程
Avatar of 陳惠龍.
Avatar of 陳惠龍.
陳惠龍
Data science lecturer @Ittraining
・
2020 ~ Presente
Data Scientist 資料科學家_數據分析師
En un mes
HUEY-LONG CHEN 陳惠龍 Kaggle Competitions Expert: https://www.kaggle.com/alanchen1115 Competitions: NLP (自然語言處理): - Silver medal (solo): (Kaggle) The Learning Agency Lab - PII Data Detection: Develop automated techniques to detect and remove PII from educational data. 2024/04/24 - Silver medal (solo): (Kaggle) U.S. Patent Phrase to Phrase Matching: Help Identify Similar Phrases in U.S. Patents, 2022/06/21 Recommendation system (推薦系統): - Silver medal (solo): (Kaggle) OTTO – Multi-Objective Recommender System: Build a
nlp-rasa
recommender system
pytorch tensorflow
Empleado
・
Abierto a oportunidades
A tiempo parcial / Interesado en trabajar a distancia
Más de 15 años
Purdue University
・
School of civil engineering (Stochastic & statistical hydrology)
Avatar of the user.
Avatar of the user.
Disponible para empresas de pago
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 the user.
Avatar of the user.
Disponible para empresas de pago
Past
iOS Engoneer @VoiceTube 紅點子科技股份有限公司
・
2020 ~ 2023
iOS Developer
En un plazo de tres meses
Swift/iOS
Objective-C
Git
Desempleado
・
Abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
6-10 años
國立臺北大學 National Taipei University
・
資工所
Avatar of the user.
Avatar of the user.
Disponible para empresas de pago
Data Engineer @MediaTek Inc.
・
2019 ~ Presente
Senior Software Engineer
En un mes
Python
Linux
Machine Learning
Empleado
・
Abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
6-10 años
National Tsing Hua University
・
Data Mining, Database System
Avatar of 金爾康.
Avatar of 金爾康.
金爾康
Engineering Manager @Viscovery 創意引晴股份有限公司
・
2018 ~ Presente
En un mes
including Recurrent Neural Network (RNN), word2vec, paragraph vector. Working Experience Intern, JulDec 2014 Phalanx Biotech Develop machine learning solutions for cancer gene detection and TSMC semiconductor quality prediction. Intern, JulAug 2013 Solid State System Assisted in CMOS MEMs microphone product development including proto-type simulation, fabrication/packaging process, defect analysis and market survey. Achievements 1. Qualified of preliminary contest of TSMC Big Data Analytics for Semiconductor Manufacturing. Taiwan,Completion of Broad-DREAM Gene Essentiality Prediction Challenge, 2014 Professional Skills Research Field Machine Learning Deep Learning Computer Vision Natural Language Processing Lang...
Deep Learning
Computer Vision
FastAPI
Empleado
・
Abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
國立台灣大學
・
Electrical Engineering
Avatar of Johnny Hsieh.
Avatar of Johnny Hsieh.
Johnny Hsieh
Blockchain Enginner & AI Lead @Portal Network
Blockchain engineer & Blockchain consulting
En un mes
expressions, enhancing user interaction experiences. Emotion Recognition Systems: Developing AI systems capable of understanding and responding to user emotions, used to enhance customer service and user interactions. Voice Technology (TTS): Natural Voice Generation: Employing Text-to-Speech (TTS) technology to convert text into natural, fluent voice across multiple languages, suitable for virtual assistants and customer service bots. Voice Interaction Interfaces: Developing voice interaction interfaces that enable digital personas to conduct natural dialogues, offering more humanized interaction methods. Large Language Models and Natural Language Processing: Personalized Response Generation: Leveraging personality-driven large language models to provide customized
Solidity
blockchain development
Docker
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
Avatar of Ryan Chen.
Avatar of Ryan Chen.
Ryan Chen
CakeResume Premium Badge
Software Engineer @CakeResume
・
2022 ~ Presente
Software Engineer
En un mes
and distribute content . Pioneered the integration of LLM model API services. Research Assistant, Academia Sinica 11//2020 Conducted research in deep learning-based Natural Language Processing (NLP), exploring innovative approaches in machine learning. Experimented with various training methods and models, including multi-task learning and language models such as BERT. Authored a publication titled "Detecting Deceptive Language in Crime Interrogation". Investigated Memory Networks and applied them to develop an application for detecting deceptive language in text-based games. This involved a collaborative effort with an Israeli research team from a university in
React
TypeScript
JavaScript
Reputation Credits1
Empleado
・
No está abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
10-15 años
National Taiwan University
・
Computer Science and Information Engineering

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En un mes
Avatar of 溫士朋.
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.