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R&D Engineer @CymMetrik Enterprise Co., Ltd.
2018 ~ 现在
FAE工程師、Project ManagerR&D
一個月內
research&devolopement
Laboratory Skills
Laboratory Techniques
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4 到 6 年
Tamkang University
Chemical & Materials Engineering
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Reception @Doho Homestay
2018 ~ 2024
Administration Staff, Resepsionis
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Word
Canva
Excel
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SMK NEGERI 4 JEMBER
tata niaga
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Receptionist @PT. Argha Karya Prima Industry, Tbk
2018 ~ 现在
一個月內
Intan ranita gentar cahya Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh euismod tincidunt ut laoreet dolore magna aliquam erat volutpat. Ut wisi enim ad minim veniam, quis nostrud exerci tation ullamcorper suscipit lobortis nisl ut aliquip ex ea commodo consequat. Pengalaman Kerja Receptionist • PT. Argha Karya Prima Industry, Tbk FebruariPresent Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh euismod tincidunt ut laoreet dolore magna aliquam erat volutpat. Pendidikan AprJan 2020 University or School Field of study AprJan 2020 University or School Field of study Skil Word Bahasa
Word
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4 到 6 年
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Research And Development Engineer @Nityo Infotech
2022 ~ 现在
前端/後端/軟體/全端工程師
一個月內
Java EE
JavaScript
JQuery AJAX
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4 到 6 年
Asia University (TW)
媒體、傳播、新聞相關學科
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RN @Cornerstone
2011 ~ 2015
Tele Health Registered nurse
一個月內
peds. I worked with several departments to facilitate and carry out patient care. RN • Tristate surgery AprilFebruary 2021 | Taipei, Taiwan I worked in pre-op stating IVs educating patients and doing a history. I provided medication for surgery. I also rotated into the OR as the RN i did the surgical time out I took the surgical noted and documented them and I transported to pacu and reported off. I also rotated to pacu where I provided education on DC of patients once VS steady and patient ready to leave. travel RN • Titan medical
Communication
Word
ACLS
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10 到 15 年
Ohio University
nursing
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RD Manager @佳承精工股份有限公司
2023 ~ 2023
皆可
一個月內
director and RD director • 造隆股份有限公司 三月三月 2020 DASHBOARD Production line management / Vehicle assembly / metal and plastic MES System for vehicle assembly Leading automobile instrument manufacturers (TOYOTA, YAMAHA, GOGORO) serve as the director of the material department. and responsible for department operational performance. Also serves as the R&D department responsible for communication and coordination related to R&D technology. Serve as team leader PM and cross-department communication (general manager special assistant) coordination role. And responsible for special automation equipment to improve production lines
SolidWorks
Pro E Wildfire
UG
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15 年以上
修平科技大學
工業工程與管理
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Regional Key Account Manager SaaS & - West India @Work Store Limited
2023 ~ 现在
Area sales manager & Regional sales manager Key Account Manager
兩個月內
in AI chatbot prompt engineering and LinkedIn lead generation, to enhance my skills for daily work responsibilities. Concurrently, I am enrolled in a 1-year Executive Program at IIM Indore, specializing in Global Business Management. My commitment to professional development and staying at the forefront of industry trends reflects my proactive approach to delivering impactful results. Mumbai, Maharashtra, India Work Experience JanuaryPresent Regional Key Account Manager SaaS & - West India Work Store Limited * Assuming additional key responsibilities of new categories during the Regional Head's absence, including onboarding new clients, Retention and renewal, overseeing revenue growth and post
Microsoft Office
Excel
Communication
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4 到 6 年
ITM Group of Institutions
Marketing
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RURAL SELF EMPLOYMENT TRAINING INSTITUTE FACULTY @J&K Bank
2021 ~ 现在
Teacher of English
兩個月內
SANGRAM SINGH Student-focused educational professional with 13 years of demonstrated experience in helping students to learn and achieve academic success . Strong teaching skills combined with excellent knowledge of subject content and a solid understanding of connecting core content to real-world applications. Poonch J&KEmail: R[email protected] Work Experience RURAL SELF EMPLOYMENT TRAINING INSTITUTE FACULTY • J&K Bank AugustPresent Providing post Training escort services including follow up meets/visits. . Preparation of business plans/project report to RSETI trained entrepreneurs, . Providing counseling, credit linkage, marketing linkage, etc., to the
Word
Excel
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正在积极求职中
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10 到 15 年
Maulana Azad National Urdu University, Hyderabad
ENGLISH
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Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.
2021 ~ 现在
Software Engineer
一個月內
Prompt Engineering to create a sophisticated system for generating virtual try-on images, ensuring seamless and realistic visualization of clothing items on virtual avatars. Computer Vision Stable Diffusion Body AI: Mobile Scanner Successfully reconstructed highly accurate 3D body models by leveraging two full-body side profile photos, achieving a remarkable precision level with a size error margin of less than 3 cm. Computer Vision Body Reconstruction Stable Diffusion DApp: Exercise Classification Implemented real-time activity recognition for specified exercises, including but not limited to push-ups and squats, enabling accurate tracking and analysis of workout routines. Skeleton
Python
AI & Machine Learning
Image Processing
就职中
正在积极求职中
全职 / 对远端工作有兴趣
4 到 6 年
國立台灣大學
生物產業機電工程所
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曾任
Accounts Receivable Administrator @PT Citra Usaha Lamindo
2022 ~ 现在
Akuntan, Bussiness Developmen, Finance Staff, Manajemen Traine, Staff Administrasi
一個月內
Kiki Amalia Saya berusia 28 tahun pengalaman kerja sebagai admin lebih dari 5 tahun, menyukai tantangan, jujur, teliti, disiplin dan memiliki tanggung jawab yang besar terhadap pekerjaan. Mahir mengoperasikan microsoft office dan dapat mengelola sistem data dengan baik untuk menunjang kelancaran dan tercapainya tujuan perusahaan, [email protected], Cirebon, Jawa Barat, IndonesiaWork Experience Accounts Receivable Administrator • PT Citra Usaha Lamindo AugustOctober 2023 Merencanakan dan menyiakan daftar tagihan piutang perusahaan untuk 5 koletor setiap hari dengan total lebih dari 100 invoice.. Membuat laporan harian hasil penagihan piutang perusahaan yang di bayar secara non tunai, lebih dari
Word
Excel
Microsoft Office
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正在积极求职中
全职 / 对远端工作有兴趣
4 到 6 年
STMIK WIT
Manajemen Sistem Informasi

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问题解决能力
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时间管理能力
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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