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IBM
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Taipei City, Taiwan
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Avatar of the user.
Avatar of the user.
Available for paid companies
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
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 Jeffrey Wang.
Avatar of Jeffrey Wang.
Jeffrey Wang
Past
Product Manager @Kono 美商知識能股份有限公司
・
2022 ~ 2022
Project Manager、PM、專案經理、UX、網站企劃、產品企劃
Within two months
王俊元(Jeffrey Wang) 產品經理健身房 |  音樂科技網 | Music Tech Alliance | wangefcn@gmail.com 超過 5 年軟體產品開發經驗，主要為網站、App 和桌機端的 B2C 服務，有 0~1 產品開發和 AI 演算法的實務經驗，待過音樂串流、AI 演算法開發和 Wi-Fi 智慧照護公司。 工作經歷 產品經理 2023年11
專案管理
軟體開發
Scrum Methodology
Unemployed
・
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
東吳大學
・
國際貿易
Avatar of 連英佑.
Avatar of 連英佑.
連英佑
網站設計師 @安迪連網站設計工作室
・
2018 ~ Present
Web Designer
Within two months
設計 - 以網路合作問題導向學習為例 Developing a computer-mediated communication competence forecasting model based on learning behavior features 利用碩士兩年的時間，透過自學以及實驗室MIS Meeting研究 AI 人工智慧機器學習理論與實作方法，並以Google Analytics為基礎發展遠距學習監控模組，建立 AI 機器學習模型發展即時能力預測
專案管理
WordPress
Web Design
Employed
・
Not open to opportunities
Full-time / Remote Only
6-10 years
國立政治大學（National Chengchi University）
・
圖書資訊與檔案學研究所 碩士
Avatar of 宋明安.
Avatar of 宋明安.
宋明安
Past
Business Consultant @IBM
・
2007 ~ 2015
Within one month
技藝和實踐的技能，能夠為許多應用帶來更好的效果。 專業技能： 熟悉不同人工智慧模型，包括但不限於深度學習、強化學習、機器學習等。 深刻理解人工智慧模型的數學和運算基礎。 熟悉 企業互聯網的規劃。 熟悉 互聯網的網路和影音技術。 略通 計算
Networking
AI & Machine Learning
Embedded Systems
Unemployed
Full-time / Interested in working remotely
More than 15 years
交通大學
・
電子物理
Avatar of the user.
Avatar of the user.
Available for paid companies
產品暨行銷發展處 專案經理 @台灣智慧雲端服務股份有限公司
・
2022 ~ Present
專案經理、產品經理、系統分析師
Within one month
專案管理
系統架構規劃
產品規劃
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
資策會_財團法人資訊工業策進會
・
智慧應用微軟C#工程師養成班
Avatar of 林書緯.
Avatar of 林書緯.
林書緯
Machine Learning Engineer @Institute for Information Industry
・
2018 ~ 2019
AI engineer
More than one year
embedded systems. Machine Learning Engineer • Institute for Information Industry FebSepDesigning and implementing the non-intrusive load monitoring (NILM) and behavior inference algorithms with tensorflow and keras for time series analysis. Programmer • Colatour Company Inc MayJanI participated in the low cost carrier (LCC) system development and exploited the web API at the back-end to conduct the flight reservation. 學歷National Taiwan University Master of Science in PhysicsNational Central University Bachelor of Science in Physics Skill C++ Python SQL Tensorflow/Keras Embedded Systems Cloud Services AI & Machine Learning Language Chinese — Native Language English — Fluent
C++
Python
SQL
Full-time / Not interested in working remotely
4-6 years
National Taiwan University
・
Master of Science in Physics
Avatar of the user.
Avatar of the user.
Available for paid companies
Senior engineer @Chicony Electronics Co, Ltd.
・
2018 ~ Present
全端工程師、後端工程師、前端工程師、軟體專案主管、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
Python
C
C++
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
National Taiwan Ocean University
・
Computer science and engineering
Avatar of 周君諦.
Avatar of 周君諦.
周君諦
Senior AI Research/Engineer (part-time) @NeuroBonic Inc.
・
2022 ~ 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
Within one month
Chun-Ti (Peter) Chou AI (DL/ML) Researcher & Engineer / Signal Processing https://www.linkedin.com/in/chun-ti-chou/ chunti.chou@gmail.comTaipei/Hsinchu, Taiwan Ｗorking Experience and Education Senior AI Research/Engineer NeuroBonic Inc. • MarchPresent As a core startup member, I am responsible for developing a DL framework for our emotion recognition solution. The team joined AppWorks AW#25 (JulyDec, a startup acceleration program. Skills : Digital Signal Processing (SciPy, Librosa), Deep Learning (PyTorch), Project Management Master's Degree, Computer Science and
Python
PyTorch
Machine Learning
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
National Yang Ming Chiao Tung University
・
Computer Science
Avatar of 孫煜凱.
Avatar of 孫煜凱.
孫煜凱
Past
機器學習工程師 @順豐科技公司
・
2021 ~ 2022
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
膏印刷點位分群(k-means)，監控異常 優化SPC告警系統 屏幕白平衡RGB調整 屏幕透過調整RGB，測試不同色溫白平衡是否合規 透過機器學習降低調整次數 工作經歷Work Experience 順豐科技公司 SF Technology, Machine Learning Engineer, Aug 2021~Jul 2022 搭建中國各省 、城市 、營業點 、社區 的收派包裹數
Word
PowerPoint
Excel
Unemployed
Full-time / Interested in working remotely
4-6 years
國立政治大學（National Chengchi University）
・
統計系
Avatar of 許碩文.
Avatar of 許碩文.
許碩文
Senior Machine Learning Engineer @CoolSo
・
2020 ~ Present
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
許碩文 / Shuo-Wen (Peter) Hsu Senior Machine Learning Engineer at CoolSo / Berkeley SkyDeck Batch15 Alumni - Machine learning expert with 5+ years' experience - Engaged in different fast-paced environments with various leadership roles including CTO - Former senior chip/system designer with 5+ years' experience - Energetic engineer pursuing adventures in AI/ML career Nangang District, Taipei City, Taiwan 115 Tel:EMail: swshukh@gmail.com Work Experience Senior Machine Learning Engineer • CoolSo Technology CoolSo is a startup team builds gesture recognition through machine learning technologies uses only commercial grade sensors could be found
數位IC設計
python
Verification
Full-time / Interested in working remotely
4-6 years
University of California, Berkeley
・
Business/Commerce, General

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Machine Learning Engineer
Logo of CloudMile 萬里雲.
CloudMile 萬里雲
・
2021 ~ Present
Taiwan, 台灣
Professional Background
Current status
Employed
Job Search Progress
Professions
Machine Learning Engineer
Fields of Employment
Artificial Intelligence / Machine Learning, Big Data, SaaS / Cloud Services
Work experience
2-4 years
Management
None
Skills
Python
R
pytorch tensorflow
Django(Python)
JavaScript
Linux
PowerPoint
Word
Excel
Languages
Chinese
・
Native or Bilingual
English
・
Intermediate
Job search preferences
Positions
Data Scientist/Machine Learning Engineer
Job types
Full-time
Locations
Taiwan, Taipei, Taiwan, Hsinchu, 新竹市台灣, Taoyuan, 桃園區桃園市台灣, New Taipei City, Taiwan
Remote
Interested in working remotely
Freelance
No
Educations
School
國立臺北大學
Major
統計研究所
Print

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
Print

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