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Web Developer @媽咪愛 MamiLove
2022 ~ 现在
Full Stack Web Developer
一個月內
Linux
CentOS
Nginx
就职中
正在积极求职中
全职 / 对远端工作有兴趣
6 到 10 年
Tamkang University (TKU)
資訊工程學系
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工程師 @臺大數位學習中心教學科技組
2022 ~ 现在
全端/後端工程師
一個月內
謝東哲(Pero) 全端工程師 Taipei City, Taiwan 團隊型工程師. 有六年全端開發經驗, 其中包含 Ruby on Rails, NestJS, React, Vue 等. 擅長 trouble shooting, 簡化問題, 不是什麼都能做的天才, 但期望讓天才做的事所有人都能做, 期許自己成為表達力最強的工程師 有時會扮演領導者與導師, 在
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RubyonRails
React
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4 到 6 年
東華大學
資訊管理學系
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技術維運部經理 @紅心辣椒娛樂科技股份有限公司(台灣)
2008 ~ 现在
Project Lead / Tech Lead / Team Lead / Technical Manager
一個月內
進程調優及商業化規劃 擁有專案管理師PMP認證, 技術團隊領導經驗 IT技術系統管理 Technical Leadership Enterprise Server Topology Architecture VM & Cloud Infrastructure (AWS, GCP, Azure...) Linux, Windows Server Administration Network and Security Administration Management Information System Linux, Windows 虛擬化環境建置 企業級IDC機房架構建置管理 容器化管理 資訊安全 工作經歷 七月Present 技術
Linux System Administration
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Network Administration
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15 年以上
台北城市科技大學
電機
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高級工程師 @Zyxel Networks_兆勤科技股份有限公司(合勤集團)
2019 ~ 现在
Software Engineer
一個月內
Python
Linux
Shell
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6 到 10 年
元智大學
資訊工程
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Chief Architect and Director @Innotech ME
2022 ~ 现在
Development Director or Head of Product
一個月內
— Yao Personality With creativity, integrity and adventure. Never falter in the face of adversity and non-linear thinking. Belief Help company and partner themselves gain achievements is to help me gain achievements. Favorite Exercise Basketball, Jogging Competence ˙ Having 19 years of strong hands-on Java development experience. ˙Solid understanding and s olid implement of online high-concurrency 、 huge requests and complicated application system. ˙Having profound full life cycle experience in building teams, creating projects from 0 to 1 and 1 to unlimited to achieve huge success. ˙ Excellent leadership to help BU achieve multiple
JAVA
Linux
AWS
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正在积极求职中
全职 / 对远端工作有兴趣
15 年以上
Chung Hua University
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Mobile Software Engineer @第一網站股份有限公司
2015 ~ 现在
Mobile Software Engineer
一個月內
PHP
Linux
Android
就职中
正在积极求职中
全职 / 对远端工作有兴趣
10 到 15 年
國立高雄大學
資訊管理學系
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IT Support Specialist @PT DWI PRIMA SENTOSA
2021 ~ 现在
IT support engineer,network enginner,system engineer
一個月內
Adrian Eka Laksono Fawzi IT Support Specialist & Jr. Network Engineer Tulungagung, Jawa Timur, Indonesia Saya memiliki pengalaman di bidang IT lebih dari 10 tahun sebagai IT support dan biasa melayani segala bentuk komplain dan troubleshooting pada perangkat komputasi client serta jaringan maupun CCTV, dan memiliki ketertarikan di dunia infrastruktur jaringan komputer dan server. Memiliki skill dalam pengoperasian perangkat jaringan dan server berbasis linux. [email protected] Eka Laksono Fawzi Work Experience IT Support Specialist • PT DWI PRIMA SENTOSA MayPresent Melaksanakan instalasi perangkat komputasi seperti PC (Personal Computer) maupun laptop serta infrastruktur jaringan perusahaan Maintenance pada
Mikrotik Configuration & Router Configuration
Linux OS
Server Maintenance
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全职 / 对远端工作有兴趣
6 到 10 年
STKIP PGRI Tulungagung
Information Technology
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Sr. Full Stack Engineer @類神經網路股份有限公司
2021 ~ 现在
資深程式設計師
一個月內
Ryan Shen Sr. Fullstack Engineer Taipei City, Taiwan Hi, I'm Ryan! I'm working as a web developer and I have 6 years of working experience as an engineer. I specialize in web development, code maintainability, and fundamentals of programming languages. [email protected] Work Experience Sr. Full Stack Engineer • 類神經網路股份有限公司 SepPresent Angular/Node.js/TypeScript/ Flutter /Docker/Firebase/MySQL/GCP 1. Built and maintained website management consoles in Angular to help shop owners
Android
Windows
Linux
就职中
正在积极求职中
全职 / 对远端工作有兴趣
6 到 10 年
輔仁大學 Fu Jen Catholic University
Computer Science and Information Engineering
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前端工程師 @法商法國巴黎人壽保險股份有限公司台灣分公司
2022 ~ 现在
資深前端工程師、系統分析師、專案經理
一個月內
蔡昀橋 Frontend Developer, System Analyst, Project Manager Taipei City, Taiwan 我是Brad,有著8年的程式開發經驗,目前專精於前端開發以及專案管理。並精通多項前端開發 語言 、專案管理工具以及多媒體設計技能。 我在軟體開發領域有豐富的經驗,從知名科技公司到大型金融機構都有過豐富
Java
python
Linux
就职中
正在积极求职中
全职 / 对远端工作有兴趣
6 到 10 年
Stony Brook University
Technological System Management
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Firmware Engineer @Lanner Electronics Inc.
2021 ~ 现在
Firmware Engineer, Firmware Developer, Embedded Software Engineer
一個月內
SAM4S Cortex-M4 、Arduino 、Teensy4.0) Linux System(Yocto、Ubuntu 、 Raspberry pi4) Linux Shell Script、C programming、Python3 Linux kernel (Yocto) Embedded system(Intel Edison) IoT System Sierra WP7502 wireless IoT module Peripherals Control & Design (Flir lepton thermal camera 、Auto Focus Zoom Module Camera 、5G modem 、HID ModuleEducation 國立高雄科技大學(原國立高雄第一科技大學) Electronic Engineering •Skills Embedded C Programming Embedded Systems FreeRTOS C Programming ARM Linux driver Embedded Linux kernel wireless charger design Logic Design Power designer GIT Peripherals Python STM32 Microcontroller Languages English — Intermediate
C
ARM
Linux
就职中
正在积极求职中
全职 / 对远端工作有兴趣
4 到 6 年
國立高雄科技大學(原國立高雄第一科技大學)
電子工程

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一年內
Machine Learning Engineer
Logo of CloudMile 萬里雲.
CloudMile 萬里雲
2021 ~ 现在
Taiwan, 台灣
专业背景
目前状态
就职中
求职阶段
专业
机器学习工程师
产业
人工智能 / 机器学习, 大数据, 软件即服务 / 云服务
工作年资
2 到 4 年
管理经历
技能
Python
R
pytorch tensorflow
Django(Python)
JavaScript
Linux
PowerPoint
Word
Excel
语言能力
Chinese
母语或双语
English
中阶
求职偏好
希望获得的职位
Data Scientist/Machine Learning Engineer
预期工作模式
全职
期望的工作地点
Taiwan, Taipei, Taiwan, Hsinchu, 新竹市台灣, Taoyuan, 桃園區桃園市台灣, New Taipei City, Taiwan
远端工作意愿
对远端工作有兴趣
接案服务
学历
学校
國立臺北大學
主修科系
統計研究所
列印

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
简历
个人档案

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