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Web Developer @媽咪愛 MamiLove2022 ~ Sekarang
・
Full Stack Web Developer
Dalam satu bulan
Sudah bekerja
・
Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
6-10 tahun
Tamkang University (TKU)
・
資訊工程學系
工程師 @臺大數位學習中心教學科技組2022 ~ Sekarang
・
全端/後端工程師
Dalam satu bulan
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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Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
東華大學
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資訊管理學系
技術維運部經理 @紅心辣椒娛樂科技股份有限公司(台灣)2008 ~ Sekarang
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Project Lead / Tech Lead / Team Lead / Technical Manager
Dalam satu bulan
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
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・
Siap untuk wawancara
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Lebih dari 15 tahun
台北城市科技大學
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電機
Chief Architect and Director @Innotech ME2022 ~ Sekarang
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Development Director or Head of Product
Dalam satu bulan
— 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
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Siap untuk wawancara
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Chung Hua University
Mobile Software Engineer @第一網站股份有限公司2015 ~ Sekarang
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Mobile Software Engineer
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Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
10-15 tahun
國立高雄大學
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資訊管理學系IT Support Specialist @PT DWI PRIMA SENTOSA2021 ~ Sekarang
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IT support engineer,network enginner,system engineer
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Siap untuk wawancara
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6-10 tahun
STKIP PGRI Tulungagung
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Information Technology
Sr. Full Stack Engineer @類神經網路股份有限公司2021 ~ Sekarang
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資深程式設計師
Dalam satu bulan
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
Sudah bekerja
・
Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
6-10 tahun
輔仁大學 Fu Jen Catholic University
・
Computer Science and Information Engineering
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 ~ Sekarang
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資深前端工程師、系統分析師、專案經理
Dalam satu bulan
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
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Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
6-10 tahun
Stony Brook University
・
Technological System Management
Firmware Engineer @Lanner Electronics Inc.2021 ~ Sekarang
・
Firmware Engineer, Firmware Developer, Embedded Software Engineer
Dalam satu bulan
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
Sudah bekerja
・
Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
國立高雄科技大學（原國立高雄第一科技大學）
・
電子工程
Past
Staff Customer Applications Engineer @MaxLinear2022 ~ 2023
・
Staff Engineer
Dalam satu bulan
reliable integration and performance. Collected network metrics from the OpenWRT platform using InfluxDB , and visualized them on a customized Grafana dashboard for enhanced network monitoring and analysis. Debugged and resolved customer’s platform software issues Write readable design documents and user manuals application note. Skills: C, Python, Linux, Bash, TCP/IP, Front-end development, OpenWRT and PrplOS 2017/03 – 2022/02 (5 Years) Taipei, Taiwan Software Engineer Inforich資富電子 Develop and maintain a P2P VPN web management system for OpenWRT routers including a web-based management system and a P2P-based
Tidak bekerja
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Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
6-10 tahun
National Chi Nan University
・
Computer Science & Information EngineeringPaket Perekrutan Paling Mudah dan Efektif, Pilihan Ratusan Perusahaan
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Latar Belakang Profesional
Status sekarang
Sudah bekerja
Tahap pencarian kerja
Profesi
Machine Learning Engineer
Bidang Pekerjaan
Intelegensi Artifisial/Pemelajaran Mesin, Big Data, Saas / Cloud Services
Pengalaman Kerja
2-4 tahun
Management
Tidak ada
Keterampilan
Bahasa
Chinese
・
Bahasa ibu atau Bilingual
English
・
Menengah
Preferensi Pencarian Pekerjaan
Jabatan
Data Scientist/Machine Learning Engineer
Tipe Pekerjaan
Full-time
Lokasi
Taiwan, Taipei, Taiwan, Hsinchu, 新竹市台灣, Taoyuan, 桃園區桃園市台灣, New Taipei City, Taiwan
Bekerja jarak jauh
Tertarik bekerja jarak jauh
Freelance
Tidak
Pendidikan
Institusi Pendidikan
國立臺北大學
Jurusan
統計研究所
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
- 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
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
- 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