CakeResume Talent Search

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On
4〜6年
6〜10年
10〜15年
15年以上
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Past
Data Engineer @Rooit Inc. (XO App)
2023 ~ 2023
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
Data Analysis
Data Science
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
6〜10年
中國醫藥大學(China Medical University)
臨床醫學研究所
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Avatar of the user.
智慧製造全端開發工程師 @聯華電子股份有限公司
2022 ~ 現在
AI工程師、機器學習工程師、深度學習工程師、影像演算法工程師、資料科學家、Ai Application Engineer,Machine Learning Engineer,Deep Learning Engineer,Data Scientist
1ヶ月以内
Python
Qt
Git
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
元智大學 Yuan Ze University
工業工程與管理學系所
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 Sean Lee.
Avatar of Sean Lee.
Senior Analyst, Software Engineer @Synpulse Taiwan Ltd. | 星普思管理諮詢有限公司
2022 ~ 現在
Software Developer
1ヶ月以内
李仕航 Sean Lee About me • Capable in multiple programming languages, such as Python, Java, C#, etc. •With mature database management skills, including SQL and NoSQL DB • Experience with development tools, like Visual studio, Azure, Git, Gira •With knowledge of web development, including HTML, CSS, ASP.NET, Javascript, React.js • With AI related knowledge, including NLP, machine learning and data manipulation •Be able to pick up new skills and stay updated of emerging technologies Taipei, Taiwan Contact Email: [email protected] Mobile:LinkedIn: https://www.linkedin.com/in
JavaScript
ASP.NET MVC
HTML5
就職中
就職希望
フルタイム / リモートワークに興味あり
4〜6年
Queensland University of Technology(昆士蘭科技大學)
Computer Science
Avatar of Huai-En Tseng.
Avatar of Huai-En Tseng.
software engineer @Shopee Singapore
2021 ~ 現在
Software engineer
1ヶ月以内
Huai-En Tseng I am familiar with data plane network function virtualization programming, high performance data plane system in data center, OpenFlow protocol, OpenvSwitch, RDMA programming, SR-I/OV, system programming optimization, eBPF/XDP, DPDK, Linux kernel packet processing, Ryu SDN controller, Kubernetes CNI and device plugin for RDMA. Senior Software engineer City,Singapore/Taipei [email protected] Work experience Shopee Singapore, Senior Software engineer , Sep 2021 ~ Now 1. Self-developed RDMA SR-I/OV cluster implementation for distributed machine learning system with lots nodes and 10 thousands pods . Including developing
System Programming
Virtualization
Device Driver
就職中
就職希望
フルタイム / リモートワークに興味あり
4〜6年
National Taiwan University of Science and Technology
Software Defined Networking and Network Function Virtualization
Avatar of Andrea Chuang.
Avatar of Andrea Chuang.
Director, Lab of next-generation sequencing @Stork Fertility Center
2018 ~ 現在
RD
3ヶ月以内
Accreditation Foundation (TAF) Lab Director, Auditor LDTs Medical Lab Taiwan Genomics and Genetics Society (TGGS) Technologist, Reporting and Issuing Int Medical Technologist American Society for Clinical Pathology (ASCP) Medical Technologist (ASCPi) Education National Taiwan University, Graduate institute of clinical medicine Doctor of Philosophy • FebMar 2024 Research Topic: Mitochondria, Regression models, Machine learning New South Wales University (Australia), Graduate school of biomedical engineering Master exchange • JunJun 2011 Research Topic: Perlecan purification and analysis (Human colorectal cance model) National Taiwan University, Graduate institute of Clinical Laboratory Master of Medical technology •Research Topic: Acute leukemia, Erythroblastosis, Telomeres National Taiwan University, Clinical Laboratory and
就職中
就職希望
フルタイム / リモートワークに興味なし
10〜15年
National Taiwan University
canditate, Graduate institute of Clinical medicine
Avatar of 時丕澔.
Avatar of 時丕澔.
演算法工程師 @oToBrite 歐特明電子
2018 ~ 現在
演算法設計工程師、軟體工程師
1ヶ月以内
系,學士,2012 年 9 月年 6 月 學習科目 共修習155學分 基礎數學、圖論、演算法、信號與系統 技能 Skill Programming Good: C/C++ Python Moderate: Bash Java Basic: Rust Matlab CSS JSON Domain Knowledge Data structure & Algorithm Software design pattern Signal & Image processing Machine learning IDE/Editor Visual Studio Code Visual Studio PyCharm vim Version Control Git Git flow SVN Strengths Problem Solving Fast Learning Responsibility Communicative Detail Oriented Self-motivated Positive Flexible Creative Language Chinese English Japanese
C
Python
Git
就職中
就職希望
フルタイム / リモートワークに興味あり
4〜6年
台灣大學
電信工程學研究所
Avatar of Yu Ren Ke.
ML / Data Engineer
1ヶ月以内
柯郁任 Yu-Ren [email protected] Taipei, Taiwan Software professional with 12 years of hands-on development experience on mobile embedded systems, mobile protocol stack, machine learning, big data and cloud ML services for web applications Experienced ML engineer with a proven record of designing, developing, and implementing machine learning products for real-time web applications. Solid background of development on embedded systems. Hands-on experience in ML applications on GCP. Great team player, always enjoying sharing and learning. The latest enthusiasm is web development on distributed systems. Experiences
フルタイム / リモートワークに興味なし
6〜10年
交通大學
資訊工程
Avatar of 黃子玹.
Avatar of 黃子玹.
Consultant @Intelligent Manpower Corp.
2024 ~ 現在
BD,PM
1ヶ月以内
黃子玹 擁有超過5年的軟體開發和系統分析經驗,以及2.5年的國外遊學打工經歷。 專業涵蓋專案管理、系統分析設計、需求分析、測試案例規劃、系統維運和資料庫設計。 接觸多項重要軟體專案,有效地領導團隊達成目標,跨部門協同合作,持續
JavaScript
Java
SQL
就職中
就職を希望していません
フルタイム / リモートワークに興味あり
4〜6年
國立中興大學
資訊管理
Avatar of the user.
Avatar of the user.
Data Engineer @FarEasTone Telecom
2021 ~ 現在
Data engineer
1ヶ月以内
Python
Azure
DataBricks
就職中
フルタイム / リモートワークに興味あり
6〜10年
National Chung Cheng University
Applied Geophysics

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Definition of Reputation Credits

Technical Skills
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Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
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Ability to convey information effectively and is willing to give and receive feedback.
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1年以内
Machine Learning Engineer
Logo of CloudMile 萬里雲.
CloudMile 萬里雲
2021 ~ 現在
Taiwan, 台灣
Professional Background
現在の状況
就職中
求人検索の進捗
Professions
Machine Learning Engineer
Fields of Employment
人工知能/機械学習, ビッグデータ, Saas/クラウドサービス
職務経験
2〜4年
Management
なし
スキル
Python
R
pytorch tensorflow
Django(Python)
JavaScript
Linux
PowerPoint
Word
Excel
言語
Chinese
ネイティブまたはバイリンガル
English
中級者
Job search preferences
希望のポジション
Data Scientist/Machine Learning Engineer
求人タイプ
フルタイム
希望の勤務地
Taiwan, Taipei, Taiwan, Hsinchu, 新竹市台灣, Taoyuan, 桃園區桃園市台灣, New Taipei City, Taiwan
リモートワーク
リモートワークに興味あり
Freelance
いいえ。
学歴
学校
國立臺北大學
専攻
統計研究所
印刷

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
プロフィール

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