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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
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A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
國立中央大學 National Central University
網路學習科技研究所
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Past
Career transition @Career Break
2024 ~ 2024
NLP Engineer / Data Scientist / Machine Learning Engineer
En un mes
Python
SQL
NLP
Desempleado
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A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
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
En un mes
Python
R
Natural Language Processing (NLP)
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
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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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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 藍元澔(Owen Lan).
Avatar of 藍元澔(Owen Lan).
Ap Microeconomics teacher @VIS@betterworld Lab Experimental High School
2021 ~ Presente
consultant
En un mes
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
Empleado
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A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
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
En un mes
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
Desempleado
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A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
國立臺北科技大學
資訊工程
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Avatar of 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
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 李昀庭.
Avatar of 李昀庭.
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
Strategic Thinking
Empleado
Listo para la entrevista
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.
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
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
Empleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
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.
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
Empleado
Listo para la entrevista
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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En seis meses
Logo of KryptoGO., Ltd..
KryptoGO., Ltd.
2019 ~ 2020
台灣台北市
Professional Background
Situación actual
Empleado
Progreso en la búsqueda de empleo
No está abierto a oportunidades
Professions
Back-end Engineer
Fields of Employment
Experiencia laboral
6-10 años
Management
Habilidades
Golang
Git
Docker
Blockchain
Backend Developer
Backend Design
RESTful API
Python
C
JavaScript
CSS
GCP
k8s
Bitcoin
Ethereum Blockchain
Smart Contract
Cloud Computing
PostgreSQL
Redis
Kafka
Linux
Socket
Computer Network
Live Streaming
AngularJS
Google Cloud Platform
Datadog
Machine Learning
NLP
NLP Machine Learning
Idiomas
English
Fluido
Japanese
Principiante
Chinese
Nativo o bilingüe
Job search preferences
Posición
Senior Backend Engineer
Tipo de trabajo
A tiempo completo
Ubicación
台灣台北市
A distancia
Interesado en trabajar a distancia
Freelance
No.
Educación
Escuela
National TSING HUA University
Mayor
Institute of Communications Engineering
Imprimir

Wei-Ting Hsu

Job Title

  Taipei City, Taiwan

A passionate and motivated full-stack developer with solid skills of high-performance, scalable cloud service.

9y backend and 4y frontend experience includes 1y Machine Learning, 2y Blockchain, 3y GCP & Kubernetes, 4y Web, 5y REST API, 5y Embedded System & 6y Computer Network.

Currently, most familiar with Golang, also can write C, Python and JS.

    

Work Experience


Senior Backend Developer

KryptoGO., Ltd.

October 2019 - July 2020
Taipei, Taiwan

General backend & Machine Learning development

Machine Learning
—  Design AI Duo Diligence application.
—  Build Machine Learning infrastructure and data pipeline.
—  Implement NLP functions by BERT and PyTorch.
—  Train NER, Sentiment model for business purpose.
—  Implement scalable ML service backend by Golang, Python and Flask.

Distributed Microservice Architecture
—  Implement REST API service and data integration by Golang.
—  Build k8s monitor by Prometheus and Grafana.
—  Experience with Redis, Postgres, Mongo, CircleCI, Docker, GCP and Kubernetes. 

Senior Backend Developer (Tech Lead)

COBINHOOD Ltd.

September 2017 - May 2019
Taipei, Taiwan

General backend & the Blockchain team lead of 10 members.

Blockchain Integration Service
—  Leadership: Hold a 10 members team and achieve supporting 2+ more blockchains per month.
—  Implement a high performance blockchain engine to monitor 25+ blockchains simultaneously.
—  Experience with high concurrency Golang programming and resolving race condition.
—  Monitor crypto assets and 100+ blockchain full nodes by Datadog.
—  Integrate and normalize Bitcoin, Ethereum, Omni Layer and Quantum.
—  Integrate CyberMiles, config as a super node and earn rewards as the income for company. 

Distributed Microservice Architecture
—  Build COBINHOOD Exchange backend prototype with other 7 partners within 3 weeks.
—  Implement scalable and low-latency REST API service by Golang.
—  Experience with Redis, Postgres, CircleCI, Gerrit, Jira, Docker, GCP and Kubernetes. 

DEXON Teleport
—  Design and implement multi-signature mechanism to keep crypto assets in safe.

Senior Software Engineer

QNAP System Inc.

March 2015 - August 2017
Taipei, Taiwan

Full stack engineer & architect/leader of many projects.

Network & Virtual Switch, an app to turn NAS into a bridge or router.
—  Share computer networking techniques with team members and design software architecture.
—  Use brctl and iptables to setup bridge and router functions.
—  Implement REST API service by Python and Django.
—  Design the frontend framework and implement most of pages by JavaScript, HTML, CSS.
—  Package QPKG, have experience with Apache and Linux booting.

2goChat, the slake alternative app.
—  Implement backend service by Golang and Mattermost.
—  Experience with Docker and Postgres.

MyContacts, an app for maintaining contacts.
—  Implement frontend by AngularJS.

McAfee Scan, the scanning engine launcher of McAfee Scan library.
—  Maintain and upgrade to 64-bits. 

Software Engineer (研發替代役 )

Arcadyan Technology Corp.

September 2011 - February 2015
Taipei, Taiwan

Wireless router and embedding System
—  Implement frontend UI by JavaScript, HTML and CSS.
—  Movistar project: Rewrite PHP backend service to CGI + SSI architecture.
—  Vodafone project: Implement VoIP functions by C.
—  Porting modules from Supertask to Openwrt.
—  Study and implement Secure-RTP (RFC3711) module.
—  Experience with Git, SVN and Wireshark. 

Education


National TSING HUA University

Institute of Communications Engineering

2009 - 2011

National TSING HUA University

Computer Science

2005 - 2009

Resume
Perfil

Wei-Ting Hsu

Job Title

  Taipei City, Taiwan

A passionate and motivated full-stack developer with solid skills of high-performance, scalable cloud service.

9y backend and 4y frontend experience includes 1y Machine Learning, 2y Blockchain, 3y GCP & Kubernetes, 4y Web, 5y REST API, 5y Embedded System & 6y Computer Network.

Currently, most familiar with Golang, also can write C, Python and JS.

    

Work Experience


Senior Backend Developer

KryptoGO., Ltd.

October 2019 - July 2020
Taipei, Taiwan

General backend & Machine Learning development

Machine Learning
—  Design AI Duo Diligence application.
—  Build Machine Learning infrastructure and data pipeline.
—  Implement NLP functions by BERT and PyTorch.
—  Train NER, Sentiment model for business purpose.
—  Implement scalable ML service backend by Golang, Python and Flask.

Distributed Microservice Architecture
—  Implement REST API service and data integration by Golang.
—  Build k8s monitor by Prometheus and Grafana.
—  Experience with Redis, Postgres, Mongo, CircleCI, Docker, GCP and Kubernetes. 

Senior Backend Developer (Tech Lead)

COBINHOOD Ltd.

September 2017 - May 2019
Taipei, Taiwan

General backend & the Blockchain team lead of 10 members.

Blockchain Integration Service
—  Leadership: Hold a 10 members team and achieve supporting 2+ more blockchains per month.
—  Implement a high performance blockchain engine to monitor 25+ blockchains simultaneously.
—  Experience with high concurrency Golang programming and resolving race condition.
—  Monitor crypto assets and 100+ blockchain full nodes by Datadog.
—  Integrate and normalize Bitcoin, Ethereum, Omni Layer and Quantum.
—  Integrate CyberMiles, config as a super node and earn rewards as the income for company. 

Distributed Microservice Architecture
—  Build COBINHOOD Exchange backend prototype with other 7 partners within 3 weeks.
—  Implement scalable and low-latency REST API service by Golang.
—  Experience with Redis, Postgres, CircleCI, Gerrit, Jira, Docker, GCP and Kubernetes. 

DEXON Teleport
—  Design and implement multi-signature mechanism to keep crypto assets in safe.

Senior Software Engineer

QNAP System Inc.

March 2015 - August 2017
Taipei, Taiwan

Full stack engineer & architect/leader of many projects.

Network & Virtual Switch, an app to turn NAS into a bridge or router.
—  Share computer networking techniques with team members and design software architecture.
—  Use brctl and iptables to setup bridge and router functions.
—  Implement REST API service by Python and Django.
—  Design the frontend framework and implement most of pages by JavaScript, HTML, CSS.
—  Package QPKG, have experience with Apache and Linux booting.

2goChat, the slake alternative app.
—  Implement backend service by Golang and Mattermost.
—  Experience with Docker and Postgres.

MyContacts, an app for maintaining contacts.
—  Implement frontend by AngularJS.

McAfee Scan, the scanning engine launcher of McAfee Scan library.
—  Maintain and upgrade to 64-bits. 

Software Engineer (研發替代役 )

Arcadyan Technology Corp.

September 2011 - February 2015
Taipei, Taiwan

Wireless router and embedding System
—  Implement frontend UI by JavaScript, HTML and CSS.
—  Movistar project: Rewrite PHP backend service to CGI + SSI architecture.
—  Vodafone project: Implement VoIP functions by C.
—  Porting modules from Supertask to Openwrt.
—  Study and implement Secure-RTP (RFC3711) module.
—  Experience with Git, SVN and Wireshark. 

Education


National TSING HUA University

Institute of Communications Engineering

2009 - 2011

National TSING HUA University

Computer Science

2005 - 2009