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Taipei City, Taiwan
Avatar of Leo Wu.
Avatar of Leo Wu.
Senior Front-End Engineer @TonFura
2023 ~ Présent
Front-End engineer / Full-stack engineer
Dans 1 mois
吳酈哲 Leo Wu Software Engineer [email protected] Taipei, Taiwan Summary Experienced Front-End developer with over five years of expertise in the React ecosystem Successfully led Front-End teams for more than three years Proficient in JavaScript, HTML, and CSS, with a focus on programmatic ads for over four years Skilled in ensuring Cross-Browser Compatibility and delivering high-quality user experiences Proven ability to collaborate effectively with non-technical partners to achieve project objectives Skills Programming languages: JavaScript, TypeScript Front-End Frameworks and Libraries: React, Next.js, Ant Design, Material UI, Jest DevOps
JavaScript
HTML5
CSS3
Employé
Prêt à l'interview
Temps plein / Intéressé par le travail à distance
6 à 10 ans
National Taiwan University
Computer Science and Information Engineering
Avatar of Aron Yu.
Avatar of Aron Yu.
Past
server engineer @曉數碼
backend engineer
Dans 1 mois
余皓永(Aron Yu ) 擁有六年Ruby on Rails, 半年 Golang 及 Solidity(web3)開發經驗。注重可靠的單元測試,參與過多個網站開發,包括從零開始建立的專案。維護過超過1,000,000 RPM的流量的遊戲server。 具備DevOps技能和CI/CD流程經驗,涵蓋AWS、Docker、Jenkins、Ansible、GitHub Actions和Terraform等工具。以卓越的團隊合
JavaScript
Ruby on Rails
Git
Sans Emploi
Prêt à l'interview
Temps plein / Intéressé par le travail à distance
4 à 6 ans
Avatar of the user.
Avatar of the user.
前端工程師 @國泰世華銀行
2021 ~ Présent
前端工程師
Dans 1 mois
JavaScript
HTML5
CSS3
Employé
Prêt à l'interview
Temps plein / Intéressé par le travail à distance
4 à 6 ans
致理科技大學
多媒體設計系
Avatar of the user.
Avatar of the user.
Past
前端工程師 @Binance
2022 ~ 2023
Senior Frontend Developer
Dans 2 mois
JavaScript
Vue
Sans Emploi
Prêt à l'interview
Temps plein / Intéressé par le travail à distance
6 à 10 ans
台北市立教育大學 (現為:臺北市立大學) University Of Taipei
資訊科學系
Avatar of 劉岳宬.
Avatar of 劉岳宬.
主任工程師 @創奕能源科技股份有限公司
2023 ~ Présent
軟體工程師
Dans 1 mois
進行全端開發,實現前後端的整合。 4.物聯網IoT MQTT :整合 JavaScript 與 Python,實現 MQTT協議連線,建立即時通訊機制,應用於多種情境。 5.JavaScript 貪食蛇遊戲:開發 JavaScript 貪食蛇遊戲,藉此練習演算法和語法,展現對 JavaScript 的深入理解和實際應用。 前端技術: 1.使用 HTML、CSS 開發
Javascript(ES6)
Node.js
React.js
Employé
Prêt à l'interview
Temps plein / Intéressé par le travail à distance
10 à 15 ans
大華科技大學
電子工程系
Avatar of 朱信翰.
Avatar of 朱信翰.
Past
資深前端工程師 @致達數位科技有限公司
2022 ~ 2023
Front-end Engineer
Dans 1 mois
朱信翰 Senior Frontend [email protected] 擁有五年前端開發經驗,專注於React技術四年以上。在SPA架構領域具有深厚經驗,專長於從無到有的專案開發,並有效與包括PM、UI/UX、後端在內的超過20人的跨部門團隊合作。 對工作充滿熱情與承諾,擅長於跨部門溝通和
JavaScript ES6+
React
Redux
Sans Emploi
Prêt à l'interview
Temps plein / Intéressé par le travail à distance
4 à 6 ans
中原大學 Chung Yuan Christian University
資訊工程學系
Avatar of 洪健哲.
Avatar of 洪健哲.
Past
Senior Software Engineer @ThunderCore 閃電核心科技
2023 ~ 2023
Software Engineer
Dans 1 mois
Chien-Che Hung Taipei City, Taiwan || [email protected] Full Stack Developer | Blockchain Developer Work Experience Senior Software Engineer • ThunderCore MarchSep 2023 | Taipei, Taiwan TTWallet Backend Service Designed and implemented a service facilitating cross-chain bridging for web3 wallets, ensuring seamless integration with Multichain. Primary languages and tools used included Node.js, Nest.js, and ethers.js. Designed and implemented a real-time, cross-language, and cross-timezone push notification system. Additionally, developed an internal API empowering the operations team to send custom push notification requirements. TTFarm | GameFi project on the
JavaScript Frameworks
Node.js
React.js/Redux
Sans Emploi
Prêt à l'interview
Temps plein / Intéressé par le travail à distance
4 à 6 ans
國立政治大學
Computer Science
Avatar of sheng lin.
SRE / DevOp engineer / Backend engineer
Dans 1 mois
接,諸如金流 (藍新、Tappay、Line Pay 等)、物流 (Lalamove、全球快遞、GOGOX、多多快送 等)、電子發票 (盟立) 並且完成多個供應商的派車系統管理。 技能 Node.js, AWS, IaC(Terraform, AWS CDK, ansible), Docker, React, JavaScript, Github Action DevOps/SRE 於 2023 年九月開始自學 k8s,並於 11 月考取 CKAD 證照,並且也有了要從事 SRE 或是 DevOps 的中長期
Node.js
React.js
Express.js
Employé
Prêt à l'interview
Temps plein / Intéressé par le travail à distance
4 à 6 ans
Avatar of the user.
Avatar of the user.
Senior Associate / Senior Full Stack Developer @資誠聯合會計師事務所 (PwC Taiwan)
2022 ~ Présent
後端工程師、全端工程師
Dans 1 mois
vue2.js
JavaScript
HTML5
Employé
Prêt à l'interview
Temps plein / Intéressé par le travail à distance
6 à 10 ans
國立聯合大學
資訊工程系
Avatar of 黃俊元.
Avatar of 黃俊元.
Past
Frontend Engineer @個人接案 Freelancer
2023 ~ Présent
Frontend Engineer
Dans 1 mois
管理、權限管理、財務功能、聊天室、報表、站台、圖表間有許多相關實作功能經驗。 語言 / 主要技能 其他技能 中文 - 母語 英文 - 初階 JavaScript Vue.js Nuxt.js Ui Library - iView、Elemen-plus 、 Vuetify State Management - Vuex、 Pinia Build Tool - Vite 、Webpack Others - Git、Husky 、 Storybook 、 Pug 、 SCSS、 Tailwind、 i18n 、 Docker、 WebSocket、Socket.io、 Pug 、 jQuery、pnpm、Sonarqube、Sentry 工作經歷 Frontend Engineer • 股感資訊股
Nuxt.js
vue-cli
JavaScript
Reputation Credits9
Sans Emploi
Prêt à l'interview
Temps plein / Uniquement Travail à distance
4 à 6 ans
嶺東科技大學 Ling Tung University
視覺傳達設計系

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Dans 1 an
Machine Learning Engineer
Logo of CloudMile 萬里雲.
CloudMile 萬里雲
2021 ~ Présent
Taiwan, 台灣
Professional Background
Statut Actuel
Employé
Progrès de la Recherche d'Emploi
Professions
Machine Learning Engineer
Fields of Employment
Intelligence Artificielle / Machine Learning, Big Data, SaaS / Services Cloud
Expérience Professionnelle
2 à 4 ans
Management
None
Compétences
Python
R
pytorch tensorflow
Django(Python)
JavaScript
Linux
PowerPoint
Word
Excel
Langues
Chinese
Natif ou Bilingue
English
Intermédiaire
Job search preferences
Position Désirée
Data Scientist/Machine Learning Engineer
Type d'emploi
Temps plein
Lieu Désiré
Taiwan, Taipei, Taiwan, Hsinchu, 新竹市台灣, Taoyuan, 桃園區桃園市台灣, New Taipei City, Taiwan
Travail à distance
Intéressé par le travail à distance
Freelance
Non.
Éducation
École
國立臺北大學
Spécialisation
統計研究所
Imprimer

Jerry Hsu

I am a passionate learner and always encourage myself to explore the possibilities of journey in my life.

Machine Learning Engineer
Taipei City | Taiwan

[email protected]

  • National Taipei University | Master degree in statistics | 2017/09 - 2020/02 
  • National Sun Yat-sen University | Bachelor degree in mathematics | 2012/09 - 2016/06

Work Experience

CloudMile Inc. | Machine Learning Engineer | 2021/12 ~ Current | Taipei City

  • Took charge in Hsinchu's Bigcity PLTV Precision Marketing project in the feature engineering and modeling
    • Designed the retail related features and Machine Learning model. 
    • Developed the tree-based model in Python achieving 80% accuracy in classification task and 10% Decile-level MAPE in regression task. 
    • Collaborated with Data Engineer to complete the CDP platform by pandas and Looker studio. 
  • Co-lead with Solution Architect and Sales teams to deal with the pain points from overall clients 
    • Co-lead with Solution Architect and Sales in the project which was still in the business development stage and designed the Machine Learning solution in POC.
    • Implemented the Machine Learning Solution in the POC (Proof of Concept) stage by Vertex AI
  • Took the lead on the recommendation system’s internal project with 4 Machine Learning Engineers. 
    • Worked on the papers study and continued sharing among the ML team. 
  • Retrained GPT-2 model to replace the original model in the company’s product. (Still in the progress) 

Academia Sinica CITI | Research Assistant | 2020/02 ~ 2021/12

  • Reorganized and enhanced Automatic DJ system
    • Proposed deep learning model surpassed the State of the Art model in the EDM subgenre classification task about 5% - 10% (Research Link) 
    • Refined the music structure annotation part to enable Automatic Disk Jockey System has ability to classify the segments of Electronic Dance Music into 6 different music structures. 
    • Converted the whole Automatic Disk Jockey System from Python 2 to Python 3.  
  • Contributed 2 AIDJ related researches in the AIDJ project (ICASSP, ISMIR)
    • B.-Y. Chen, W.-H. Hsu, W.-H. Liao, M. A. M. Ram´ırez, Y. Mitsufuji, Y.-H. Yang, “Automatic DJ Transitions with Differentiable Audio Effects and Generative Adversarial Networks,” presented at the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2022)
    • A. Ramires et al., “The Freesound Loop Dataset and annotation tool,” in Proc. Int. Soc. Music Information Retrieval Conf., 2020 

Skill & Certifications


Machine Learning skills

  • Deep Learning (CNN, RNN, NN)
  • Tree-based Model
  • Music auto-tagging
  • Predicted customer lifetime value
  • Tabular data


Tools

  • Python, R, SAS
  • Numpy, Pandas, Scikit-learn
  • GCP Vertex AI, AutoML
  • Git, Airflow

Certrification

  • Google Cloud Professional Machine Learning Engineer
  • Google Cloud Professional Data Engineer
Resume
Profile

Jerry Hsu

I am a passionate learner and always encourage myself to explore the possibilities of journey in my life.

Machine Learning Engineer
Taipei City | Taiwan

[email protected]

  • National Taipei University | Master degree in statistics | 2017/09 - 2020/02 
  • National Sun Yat-sen University | Bachelor degree in mathematics | 2012/09 - 2016/06

Work Experience

CloudMile Inc. | Machine Learning Engineer | 2021/12 ~ Current | Taipei City

  • Took charge in Hsinchu's Bigcity PLTV Precision Marketing project in the feature engineering and modeling
    • Designed the retail related features and Machine Learning model. 
    • Developed the tree-based model in Python achieving 80% accuracy in classification task and 10% Decile-level MAPE in regression task. 
    • Collaborated with Data Engineer to complete the CDP platform by pandas and Looker studio. 
  • Co-lead with Solution Architect and Sales teams to deal with the pain points from overall clients 
    • Co-lead with Solution Architect and Sales in the project which was still in the business development stage and designed the Machine Learning solution in POC.
    • Implemented the Machine Learning Solution in the POC (Proof of Concept) stage by Vertex AI
  • Took the lead on the recommendation system’s internal project with 4 Machine Learning Engineers. 
    • Worked on the papers study and continued sharing among the ML team. 
  • Retrained GPT-2 model to replace the original model in the company’s product. (Still in the progress) 

Academia Sinica CITI | Research Assistant | 2020/02 ~ 2021/12

  • Reorganized and enhanced Automatic DJ system
    • Proposed deep learning model surpassed the State of the Art model in the EDM subgenre classification task about 5% - 10% (Research Link) 
    • Refined the music structure annotation part to enable Automatic Disk Jockey System has ability to classify the segments of Electronic Dance Music into 6 different music structures. 
    • Converted the whole Automatic Disk Jockey System from Python 2 to Python 3.  
  • Contributed 2 AIDJ related researches in the AIDJ project (ICASSP, ISMIR)
    • B.-Y. Chen, W.-H. Hsu, W.-H. Liao, M. A. M. Ram´ırez, Y. Mitsufuji, Y.-H. Yang, “Automatic DJ Transitions with Differentiable Audio Effects and Generative Adversarial Networks,” presented at the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2022)
    • A. Ramires et al., “The Freesound Loop Dataset and annotation tool,” in Proc. Int. Soc. Music Information Retrieval Conf., 2020 

Skill & Certifications


Machine Learning skills

  • Deep Learning (CNN, RNN, NN)
  • Tree-based Model
  • Music auto-tagging
  • Predicted customer lifetime value
  • Tabular data


Tools

  • Python, R, SAS
  • Numpy, Pandas, Scikit-learn
  • GCP Vertex AI, AutoML
  • Git, Airflow

Certrification

  • Google Cloud Professional Machine Learning Engineer
  • Google Cloud Professional Data Engineer