CakeResume Talent Search

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4〜6年
6〜10年
10〜15年
15年以上
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Data Engineer @TSMC 台積電
2022 ~ 現在
資料分析師、演算法工程師、軟體工程師、軟體專案管理
1ヶ月以内
Backend Development
NLP
Python
就職中
面接の用意ができています
フルタイム / リモートワークに興味あり
4〜6年
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.
Past
Career transition @Career Break
2024 ~ 2024
NLP Engineer / Data Scientist / Machine Learning Engineer
1ヶ月以内
Python
SQL
NLP
無職
面接の用意ができています
フルタイム / リモートワークに興味あり
4〜6年
National Chengchi University
資訊科學系
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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
1ヶ月以内
Python
R
Natural Language Processing (NLP)
就職中
面接の用意ができています
フルタイム / リモートワークに興味あり
4〜6年
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 ~ 現在
Software Engineer
1ヶ月以内
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
就職中
面接の用意ができています
フルタイム / リモートワークに興味あり
4〜6年
國立台灣大學
生物產業機電工程所
Avatar of 藍元澔(Owen Lan).
Avatar of 藍元澔(Owen Lan).
Ap Microeconomics teacher @VIS@betterworld Lab Experimental High School
2021 ~ 現在
consultant
1ヶ月以内
店品牌的忠誠度分析 社會創新專案 看見別人的苦,對號入座,感同身受,出手去解決! 憂鬱症專案實作,希望以自然語言處理(NLP)的技術寫出費用極低的行動治療APP,幫助不願意治療也付不出昂貴治療費用的患者 行的安全-身障者專案實作,意圖改
R language
SPSS
Word
就職中
面接の用意ができています
フルタイム / リモートワークに興味あり
4〜6年
國立臺灣師範大學
全球策略與經營
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
1ヶ月以内
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
無職
面接の用意ができています
フルタイム / リモートワークに興味あり
4〜6年
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
1ヶ月以内
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
無職
面接の用意ができています
フルタイム / リモートワークに興味あり
4〜6年
東海大學 Tunghai University
資訊工程
Avatar of 李昀庭.
Avatar of 李昀庭.
AI Engineer @Playsee
2022 ~ 現在
資料分析師、資料科學家、產品經理
1ヶ月以内
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
就職中
面接の用意ができています
フルタイム / リモートワークに興味あり
4〜6年
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 ~ 現在
網站後端工程師
1ヶ月以内
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
就職中
面接の用意ができています
フルタイム / リモートワークに興味あり
6〜10年
清華大學 National Tsing Hua University
核子工程 nuclear engineering
Avatar of Yves Hsu.
Avatar of 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 ~ 現在
資深前端工程師
1ヶ月以内
. 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
就職中
面接の用意ができています
フルタイム / リモートワークに興味あり
6〜10年
中原大學
資訊管理學系

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Problem-Solving
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1年以上
Taipei City, Taiwan
Professional Background
現在の状況
就職中
求人検索の進捗
Professions
Software Engineer, Python Developer, Machine Learning Engineer
Fields of Employment
ビッグデータ, 人工知能/機械学習, ソフトウェア
職務経験
1年未満
Management
なし
スキル
CentOS 7
C++
Python
JavaScript
Ruby on Rails
NLP
PyTorch
言語
Chinese
ネイティブまたはバイリンガル
Job search preferences
希望のポジション
Software Engineer / Backend Engineer
求人タイプ
フルタイム
希望の勤務地
Taipei, Taiwan
リモートワーク
リモートワークに興味あり
Freelance
はい、私はアマチュアのフリーランスです。
学歴
学校
國立台灣大學(National Taiwan University)
専攻
網路與多媒體
印刷

Ssu Chiu

                    New Taipei City, Taiwan         (+886) 958870320           [email protected]

Backgrounds

Education


National Chengchi University Sep. 2016 ~ Jul. 2020 

  • B.S. in Computer Science (GPA 4.19 /  4.3)
  • Double Major in Digital content & Technologies 
  • TA experience: Programming 101 (2020 Spring), Computer Programming (2020 Spring)

National Taiwan University Sep. 2020 ~ Jul. 2022

  • M.S. in Networking and Multimedia (GPA 4.11 / 4.3)
  • TA experience: Applied Deep Learning (2022 Spring)

Skills


  • Programming Languages: Python, Ruby, JavaScript, C/C++, Shell Script, Swift
  • Web: jQuery, Node.js, Rails, Django, Nginx
  • Tools: Sublime, Xcode, ITerm, Vim
  • Other Skills: Azure, Pytorch, Linux, Processing
  • Interests: NLP, Dialogue, Website
  • Certification: AZ-900 Microsoft Azure

Experience



Intern

NCCU Computer Center

Jul. 2018  –  Jun. 2019

  • Develop and maintain National Chengchi University's application.
  • Including weather (forecast, air quality), YouBike, bus, map, and food.
  • Help to adopt Elasticsearch to improve the course search system.


Research Assistant

Chang Lab TW

Jan. 2020  –  Jul. 2020

  • The Critical Assessment of protein Function Annotation algorithms Challenge (CAFA 4).
  • Predict the function of a protein from its sequence or structure.
  • Developed a CNN model, KNN, similarity method.

HiSiri

Ministry of Science and Technology

Jul. 2019.  –  Feb. 2020

  • Hi-c improve Sequence assembly In Reads Integration.
  • Investigate the probability of integrating OLC, De Bruijn Graphs, and Hi-C information collected from GenBank.
  • Undergraduate student research program, Ministry of Science and Technology (MOST).

Publication


SalesBot: Transitioning from Chit-Chat to Task-Oriented Dialogues

Ssu Chiu, Maolin Li, Yen-Ting Lin, Yun-Nung Chen

60th Annual Meeting of the Association for Computational Linguistics - ACL 2022

Miutsu: NTU’s TaskBot for the Alexa Prize

Yen-Ting Lin, Hui-Chi Kuo, Ze-Song Xu, Ssu Chiu, Chieh-Chi Hung, Yi-Cheng Chen, Chao-Wei Huang, Yun-Nung Chen

Alexa Prize TaskBot Challenge

Software Projects


Alexa Prize Taskbot Challenge Mar. 2021  –  May. 2022

  • Skills: Python, AWS, NLU, Transformer, Docker
  • College or university students build an Alexa skill using the Alexa Skills Kit APIs for use in the United States, which assists Alexa users in accomplishing tasks related to cooking and DIY.  –  click
  • Up to ten teams worldwide will be selected and sponsored by Amazon.


Careerhack Feb. 2020  –  Feb. 2020

  • Anomaly Detection, Labeling with AI, Automated Optical Inspection (AOI).
  • Binarize images and build a VGG16, ResNet50 model to detect defective cloth.
  • TSMC  X  Microsoft.



Trending Accounting Feb. 2019  – Jun. 2019

  • The product feature is a customized ledger and multi-person project sharing.  –  click
  • Participate in the production of functional map and UI flow.
  • Complete wireframe and prototype (Figma) independently.   


Accounting Jan. 2019  –  Jul. 2019

  • Develop an iPad application on Xcode with Swift and SQLite as the database.  –  click
  • It's an application to deal with accounting management and generate vegetable delivery orders.



I'mpression Stamp Sep. 2018  –  Jun. 2019

  • Backend: Node.js,  Pixi.js, JSFeat.  –  click
  • Build a device with NodeMCU to transport button data to the website deploying on Azure VM.
  • GoDaddy (impression-stamp.com).



Bus Tracker Jul. 2018  –  Sep. 2018

  • Backend: ASP.net. –  click
  • Process the data fetched from Public Transport Data eXchange (PTX).
  • Apply jQuery Ajax to the real-time bus information.


Resume
プロフィール

Ssu Chiu

                    New Taipei City, Taiwan         (+886) 958870320           [email protected]

Backgrounds

Education


National Chengchi University Sep. 2016 ~ Jul. 2020 

  • B.S. in Computer Science (GPA 4.19 /  4.3)
  • Double Major in Digital content & Technologies 
  • TA experience: Programming 101 (2020 Spring), Computer Programming (2020 Spring)

National Taiwan University Sep. 2020 ~ Jul. 2022

  • M.S. in Networking and Multimedia (GPA 4.11 / 4.3)
  • TA experience: Applied Deep Learning (2022 Spring)

Skills


  • Programming Languages: Python, Ruby, JavaScript, C/C++, Shell Script, Swift
  • Web: jQuery, Node.js, Rails, Django, Nginx
  • Tools: Sublime, Xcode, ITerm, Vim
  • Other Skills: Azure, Pytorch, Linux, Processing
  • Interests: NLP, Dialogue, Website
  • Certification: AZ-900 Microsoft Azure

Experience



Intern

NCCU Computer Center

Jul. 2018  –  Jun. 2019

  • Develop and maintain National Chengchi University's application.
  • Including weather (forecast, air quality), YouBike, bus, map, and food.
  • Help to adopt Elasticsearch to improve the course search system.


Research Assistant

Chang Lab TW

Jan. 2020  –  Jul. 2020

  • The Critical Assessment of protein Function Annotation algorithms Challenge (CAFA 4).
  • Predict the function of a protein from its sequence or structure.
  • Developed a CNN model, KNN, similarity method.

HiSiri

Ministry of Science and Technology

Jul. 2019.  –  Feb. 2020

  • Hi-c improve Sequence assembly In Reads Integration.
  • Investigate the probability of integrating OLC, De Bruijn Graphs, and Hi-C information collected from GenBank.
  • Undergraduate student research program, Ministry of Science and Technology (MOST).

Publication


SalesBot: Transitioning from Chit-Chat to Task-Oriented Dialogues

Ssu Chiu, Maolin Li, Yen-Ting Lin, Yun-Nung Chen

60th Annual Meeting of the Association for Computational Linguistics - ACL 2022

Miutsu: NTU’s TaskBot for the Alexa Prize

Yen-Ting Lin, Hui-Chi Kuo, Ze-Song Xu, Ssu Chiu, Chieh-Chi Hung, Yi-Cheng Chen, Chao-Wei Huang, Yun-Nung Chen

Alexa Prize TaskBot Challenge

Software Projects


Alexa Prize Taskbot Challenge Mar. 2021  –  May. 2022

  • Skills: Python, AWS, NLU, Transformer, Docker
  • College or university students build an Alexa skill using the Alexa Skills Kit APIs for use in the United States, which assists Alexa users in accomplishing tasks related to cooking and DIY.  –  click
  • Up to ten teams worldwide will be selected and sponsored by Amazon.


Careerhack Feb. 2020  –  Feb. 2020

  • Anomaly Detection, Labeling with AI, Automated Optical Inspection (AOI).
  • Binarize images and build a VGG16, ResNet50 model to detect defective cloth.
  • TSMC  X  Microsoft.



Trending Accounting Feb. 2019  – Jun. 2019

  • The product feature is a customized ledger and multi-person project sharing.  –  click
  • Participate in the production of functional map and UI flow.
  • Complete wireframe and prototype (Figma) independently.   


Accounting Jan. 2019  –  Jul. 2019

  • Develop an iPad application on Xcode with Swift and SQLite as the database.  –  click
  • It's an application to deal with accounting management and generate vegetable delivery orders.



I'mpression Stamp Sep. 2018  –  Jun. 2019

  • Backend: Node.js,  Pixi.js, JSFeat.  –  click
  • Build a device with NodeMCU to transport button data to the website deploying on Azure VM.
  • GoDaddy (impression-stamp.com).



Bus Tracker Jul. 2018  –  Sep. 2018

  • Backend: ASP.net. –  click
  • Process the data fetched from Public Transport Data eXchange (PTX).
  • Apply jQuery Ajax to the real-time bus information.