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Data Engineer @TSMC 台積電
2022 ~ Present
資料分析師、演算法工程師、軟體工程師、軟體專案管理
Within one month
Backend Development
NLP
Python
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立中央大學 National Central University
網路學習科技研究所
Avatar of 宋浩茹 Ellie Sung.
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
practical applications. Skills Languages: Python, R, SQL, MATLAB, C, C#, JavaScript, Node.js Software & Tools: PyTorch, PyTorch Lightning, Tensorflow, Scikit-Learn, NLTK , GCP, Linux, SQL / NoSQ , Pandas, Hugging Face, Gradio, LangChain, Tensorflow, Keras, FastAPI, OpenCV, Airflow, Git, Docker, Jenkins, Line Bot , Azure Bot Service, Tableau ML & NLP Techniques: LMOps, RAG, Fine-tune LLMs, Text Generation, Multi-Document Summarization, Recommendation System, Text Classification, Named Entity Recognition, CoT Research and Work Experience Research Assistant OctPresent Institute of Information Science, Academia Sinica, Taiwan Natural Language and Knowledge Processing Lab (NLP Lab) National Taiwan University Hospital (NTUH): Focused on exploring
Python
R
Natural Language Processing (NLP)
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立政治大學(National Chengchi University)
資訊科學系
Avatar of Patrick Hsu.
Avatar of Patrick Hsu.
Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.
2021 ~ Present
Software Engineer
Within one month
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
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立台灣大學
生物產業機電工程所
Avatar of 李慕全(MuChuan Li).
Avatar of 李慕全(MuChuan Li).
Past
Service Provider @Taron Solutions Limited
2023 ~ 2023
AI工程師、機器學習工程師、電腦視覺工程師、資料科學家、Machine Learning Engineer、Computer Vision Engineer、Data Scientist
Within one month
抓取金融新聞,將繁體文章標題與內文透過語言轉換工具(opencc)轉為簡體,最終使用情感分析工具(snownlp)進行股市漲跌分析。 技術:NLP、Beautifulsoup、 opencc 、 snownlp 、 Matplotlib 台灣景氣指標預測模型 side project 使用深度學習框架(Pytorch)自行搭建預測模型,以各式台灣景氣指標當作輸入,輸出未
Machine Learning
Computer Vision
Pytorch/Tensorflow
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立臺北科技大學
資訊工程
Avatar of 謝明翰.
Avatar of 謝明翰.
Past
後端工程師 @Canner (易開科技)
2023 ~ 2024
Senior Backend Engineer
Within one month
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
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
東海大學 Tunghai University
資訊工程
Avatar of 李昀庭.
Avatar of 李昀庭.
AI Engineer @Playsee
2022 ~ Present
資料分析師、資料科學家、產品經理
Within one month
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
Strategic Thinking
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Cheng Kung University
心理所(認知科學所)
Avatar of 喬康豪.
Avatar of 喬康豪.
全端工程師 @中冠資訊股份有限公司
2021 ~ Present
網站後端工程師
Within one month
換成文字 清華大學 National Tsing Hua 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
Vue.js
Node.js / Express.js
k8s
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
清華大學 National Tsing Hua University
核子工程 nuclear engineering
Avatar of the user.
Avatar of the user.
系統應用開發課 Senior Engineer @久元電子股份有限公司 Youngtek Electronics Co.
2019 ~ Present
資深前端工程師
Within one month
Web Developer
SQL Server
Oracle Database
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
中原大學
資訊管理學系
Avatar of 陳惠龍.
Avatar of 陳惠龍.
Data science lecturer @Ittraining
2020 ~ Present
Data Scientist 資料科學家_數據分析師
Within one month
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
Employed
Open to opportunities
Part-time / Interested in working remotely
More than 15 years
Purdue University
School of civil engineering (Stochastic & statistical hydrology)
Avatar of the user.
Avatar of the user.
商業分析師 @凱基商業銀行股份有限公司
2021 ~ Present
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
Python
English as a Second Language (ESL)
Excel
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立政治大學(National Chengchi University)
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Taipei, 台灣
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Print

楊鍇鍄 | Jake 

1992年夏天製造於高雄。

我已經準備好迎接更大的挑戰。

Email:[email protected].tw

手機:0979-118-951

工作經歷


後端工程師  • 艾思易網路股份有限公司

May 2022 - Dec 2023


  • 遊戲直播app專案開發
    • 專案架構分析
    • 直播主\經紀人排班系統設計開發
    • app會員系統建置開發
    • 遊戲聊天室WebSocket串接
    • 三方及時狀態資料API串接
    • 遊戲相關功能設計開發
    • Infrastructure
      • Python3
      • MySQL
      • Redis
      • WebSocket
      • Git
      • Linux
      • Nginx
      • Restful API
      • SWAGGER API Doc


  • 點數卡系統專案開發
    • 專案架構分析
    • 卡號產生\加密
    • 卡號驗證邏輯設計
    • 禮物卡後台開發建置
    • Infrastructure
      • Golang
      • MySQL
      • Redis
      • Git
      • Linux
      • Restful API
      • SWAGGER API Doc


  • 三方包網平台專案功能開發
    • 專案架構整理
    • 三方平台遊戲串接 包含註冊\登入\上下分

    • 三方平台邏輯優化

    • Infrastructure
      • Golang
      • MySQL
      • Redis
      • Git
      • Linux
      • Restful API

後端工程師 •  社群洞察股份有限公司

Nov 2021 - May 2022

  • 爬蟲需求撰寫
  • 負責設計和實施高效率的網頁爬蟲,用於收集、整理和儲存關鍵產業資料。
  • 使用Python成功抓取和處理了超過1T的資料。
  • 優化資料擷取邏輯,提高爬取效率,減少回應時間和資源消耗。
  • 實現資料清洗和格式化,確保資料準確性和一致性,支援後續資料分析和報告製作。

Infrastructure

  • Python
  • Python-Selenium
  • Python-BeautifulSoup
  • MySQL
  • Git
  • Linux

相關專案&競賽內容


資策會期末專題-食話實說

Data Analysis:

以pandas、regex進行資料清理。

Machine learning:

以NLP 相關Modle 導入資料後進行訓練並驗證結果。

Web Crawler:

以selenium、bs4、request進行網頁資料爬取。


Aidea x 工研院 --電影評論情緒分類競賽 (第七名)

利用自然語言處理 (NLP)進行文字語意分析,並以機器訓練,讓資料庫能夠建立更加準確的評論系統‧

YoloV5--物件辨識(車輛)


目標為結合Yolo物件辨識,進行交通號誌的即時調整。


學歷&培訓經歷

資策會 Big Data 巨量資料分析就業養成班    May 2021 - Sep 2021

義守大學I-Shou University  June 2010 - June 2011 資訊管理學系(休)



Resume
Profile

楊鍇鍄 | Jake 

1992年夏天製造於高雄。

我已經準備好迎接更大的挑戰。

Email:[email protected].tw

手機:0979-118-951

工作經歷


後端工程師  • 艾思易網路股份有限公司

May 2022 - Dec 2023


  • 遊戲直播app專案開發
    • 專案架構分析
    • 直播主\經紀人排班系統設計開發
    • app會員系統建置開發
    • 遊戲聊天室WebSocket串接
    • 三方及時狀態資料API串接
    • 遊戲相關功能設計開發
    • Infrastructure
      • Python3
      • MySQL
      • Redis
      • WebSocket
      • Git
      • Linux
      • Nginx
      • Restful API
      • SWAGGER API Doc


  • 點數卡系統專案開發
    • 專案架構分析
    • 卡號產生\加密
    • 卡號驗證邏輯設計
    • 禮物卡後台開發建置
    • Infrastructure
      • Golang
      • MySQL
      • Redis
      • Git
      • Linux
      • Restful API
      • SWAGGER API Doc


  • 三方包網平台專案功能開發
    • 專案架構整理
    • 三方平台遊戲串接 包含註冊\登入\上下分

    • 三方平台邏輯優化

    • Infrastructure
      • Golang
      • MySQL
      • Redis
      • Git
      • Linux
      • Restful API

後端工程師 •  社群洞察股份有限公司

Nov 2021 - May 2022

  • 爬蟲需求撰寫
  • 負責設計和實施高效率的網頁爬蟲,用於收集、整理和儲存關鍵產業資料。
  • 使用Python成功抓取和處理了超過1T的資料。
  • 優化資料擷取邏輯,提高爬取效率,減少回應時間和資源消耗。
  • 實現資料清洗和格式化,確保資料準確性和一致性,支援後續資料分析和報告製作。

Infrastructure

  • Python
  • Python-Selenium
  • Python-BeautifulSoup
  • MySQL
  • Git
  • Linux

相關專案&競賽內容


資策會期末專題-食話實說

Data Analysis:

以pandas、regex進行資料清理。

Machine learning:

以NLP 相關Modle 導入資料後進行訓練並驗證結果。

Web Crawler:

以selenium、bs4、request進行網頁資料爬取。


Aidea x 工研院 --電影評論情緒分類競賽 (第七名)

利用自然語言處理 (NLP)進行文字語意分析,並以機器訓練,讓資料庫能夠建立更加準確的評論系統‧

YoloV5--物件辨識(車輛)


目標為結合Yolo物件辨識,進行交通號誌的即時調整。


學歷&培訓經歷

資策會 Big Data 巨量資料分析就業養成班    May 2021 - Sep 2021

義守大學I-Shou University  June 2010 - June 2011 資訊管理學系(休)