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Account Manager @美商安邁科技股份有限公司台灣分公司2020 ~ Sekarang
・
Key account Manager
Dalam satu bulan
Bowen CHEN (Bo-An CHEN) 2F., No. 17, Sec. 3, Tingzhou Rd., Zhongzheng Dist., Taipei City 100, Taiwan // [email protected] EDUCATION National Chengchi University (NCCU) Taipei, Taiwan Major in Sociology SepJun 2017 Elected class representative in four consecutive years Graduated with 3.8 out of 4 GPA (Top 30%) Courses outside of major (GPA: 4/4): Economics, Marketing and Management, Research Method, Data Analysis (SPSS, SAS), Big Data Society (R), Programming and Statistical Software, Psychology National Hsinchu Senior High School Hsinchu, Taiwan SepJun 2013 WORK EXPERIENCE National Chengchi
Sudah bekerja
・
Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
National Chengchi University (NCCU)
・
Sociology
Research Assistant of National Taiwan University @National Taiwan University2023 ~ Sekarang
・
Graduate research assistant
Dalam enam bulan
ve got curiosity and grabbed my attention to figure out problems using the tools or theories of psychometrics and data analysis . Right now, I am turning curiosity into discoveries in the wild world of Psychology and All kinds of Data! New Taipei City, Taiwan. Psychology, National Taiwan University r@ntu.edu.twWork Experience Research Assistant of National Taiwan University • National Taiwan University AprilPresent Title of the Project Constructing Physical and Mental Health Rating System for National Taiwan University Students Director: Professor Kai-Ping Yao (Department of Psychology, National Taiwan University) Responsibility for the project The
Siswa/Mahasiswa
Paruh waktu / Tertarik bekerja jarak jauh
4-6 tahun
National Taiwan University
・
Psychometrics (Division of Psychology), Methodology (Division of Psychology)
Full-time / Tertarik bekerja jarak jauh
6-10 tahun
國立台北大學
・
統計
Past
系統分析師 @關貿網路股份有限公司2021 ~ 2022
・
PM,BA,SA
Lebih dari satu tahun
的工作經歷也讓自己意識到科技不斷的推陳出新，近年也開始學習數據分析相關理論及開發語言(機器學習/統計、Python/R)，唯有不斷的充實自我，培養在快速變化的產業中持續學習的能力，才能讓自己能更有自信的去面對未來的工作挑戰。 專
Tidak bekerja
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Tidak terbuka untuk peluang
Full-time / Tertarik bekerja jarak jauh
Lebih dari 15 tahun
輔仁大學 碩士在職專班
・
應用統計 (肄業)
Product Development Lead @CellPoint Digital2019 ~ Sekarang
・
Architect, Interior designer, Technical Engineer
Dalam satu tahun
into the application, we have helped organizations scale up and improve their support quality with automation tools. Had the opportunity to integrate Ubersmith - Business automation and developed various automation tools in a product leadership capability at Phychz networks (Winlin Tech), a well-known data-center service provider. Skills Programming Language PHP (Pro) Python Go Language R Programming Web Service REST API Design & Development JSON, XML XSLT XQuery, XPath, XSD, YML OpenAPI Specification Swagger - API Doc Tool Authentication & Authorization Security & Optimization Open Web Application Security Project(OWASP) Request Rate Limit SQL Injection XSS | CSRF | DDoS Google Page Speed GTMatix
Sudah bekerja
Full-time / Tertarik bekerja jarak jauh
Lebih dari 15 tahun
Rajiv Gandhi Prodyogiki Vishwavidyalaya
・
Master of computer application
資料探勘經理 @大潤發2015 ~ 2020
・
數據分析師、資料探勘、演算法工程師
Lebih dari satu tahun
VIP customers, increase turnover and customers flow. Define customers' value, new features, and the degree of favorite. Predict churn of customers and find potential purchasers. Personalize campaigns and evaluate the result. Make auto report and quantify effect for different activities. Others project: Brand relation, Customer groups, Category importance, Potential/Churn region, etc. Education Advanced R Programming course, 2017 Information System Training Program of Engineering, National Taiwan University The Data Scientist’s Toolbox course, 2017 Johns Hopkins University Professionalism Coursera, 2014 Tamkang University Bachelor of Science - BS, Mathematics, 2014 Programming Languages R, Python SQL
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
淡江
・
數學Paruh waktu / Tertarik bekerja jarak jauh
6-10 tahun
Flagler College
・
communicationsSudah bekerja
・
Tidak terbuka untuk peluang
Full-time / Tertarik bekerja jarak jauh
6-10 tahun
成功大學
・
統計Mitra BBKSDA Riau @Fauna Flora International - Indonesian Programme2021 ~ Sekarang
・
Lebih dari satu tahun
maxent dan sebagainya JuniFebruari 2020 Field Coordinator Amfibi Reptil Sumatra Melakukan penelitian terkait biodiversity di berbagai kawasan konservasi di Sumatera Utara. NovemberMei 2017 Facilitator staff Yayasan Pesona Tropis Alam Indonesia Melakukan pendampingan masyarakat untuk mendapatkan Izin Usaha Pemanfaatan Hutan Kemasyarakatan di Kabupaten Pakpak Bharat sejak tahun 2015 dan berhasil mendapatkan surat izin tersebut tahunmelakukan proses penguatan kelembagaan dan sebagainya kepada masyarakat serta kapasitas lainnya. PendidikanUniversitas Sumatera Utara Bachelor of Forestry Skil Languages Word Excel Photoshop adobe indesign R Statistical Programming MaxEnt Smart - RBM ArcGIS Adobe Premiere Pro R language PowerPoint ENVI Google Earth Pro English — Intermediate Indonesian — Fluent
Full-time / Tertarik bekerja jarak jauh
6-10 tahun
Universitas Sumatera Utara
・
Bachelor of Forestry
Past
Senior Data Analyst @趨勢科技2022 ~ Sekarang
・
Data Scientist, Data Analyst, Machine Learning Engineer
Dalam satu bulan
Cathy Chen Sr. Data Analyst Senior data analyst with over 6 years experience in ETL, data visualization, exploratory data analysis, machine learning, deep learning, customized online dashboard using SQL , R , Python and data analytics tools. Data Scientist, Data Analyst Taipei, Taiwan [email protected]rk Experience Sr. Data Analyst • TrendMicro NovNow Work with cross-functional teams(UI/UX designer, Front-end, Back-end, Marketing, PM, Sales) to provide related data, design metrics, report and dashboard. Cross app data tracking and user journey analysis. VisionOne customers engagement score - the metrics can help fields to
Tidak bekerja
・
Siap untuk wawancara
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
輔仁大學 Fu Jen Catholic University
・
統計資訊學系Paket Perekrutan Paling Mudah dan Efektif, Pilihan Ratusan Perusahaan
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Latar Belakang Profesional
Status sekarang
Siswa/Mahasiswa
Tahap pencarian kerja
Profesi
Data Scientist
Bidang Pekerjaan
Software
Pengalaman Kerja
Kurang dari satu tahun pengalaman kerja (2-4 tahun relevan)
Management
Saya berpengalaman mengelola 1-5 orang
Keterampilan
Bahasa
English
・
Menengah
Preferensi Pencarian Pekerjaan
Jabatan
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
Tipe Pekerjaan
Full-time
Lokasi
台灣新北台北, 台灣新竹市北新竹, 台灣台北板橋區新北, 台灣新竹市北
Bekerja jarak jauh
Tertarik bekerja jarak jauh
Freelance
Tidak
Pendidikan
Institusi Pendidikan
國立交通大學
Jurusan
工業工程與管理學系
楊佳儒 Roger Yong
I have experience in Statistical Tests, Data Analysis, Machine Learning, Deep Learning and Image Recognition. I am also with programming skills in Python, SQL, R, HTML. Besides that, I am a self-motivated person who is eager to gain more experience on programming and a good teamworker.
1996, New Taipei，TW 0939-121-671
[email protected]
Experience
IE Engineer / Vanguard International Semiconductor Corporation
2021 / 8 - 2021 / 10, 2022 / 2 - Present
Job Description:
- Tool Productivity Management Report System
- CAPEX New Tool Performance Tracing
- Abnormal Tool Performance Auto-Alarm Email
- IE Dept Database Development and Management
Python | Power BI | Oracle SQL | Microsoft SQL | Django | UiPath
AI Algorithm Intern / Gallant Precision Machining Co Ltd
2021 / 3 - 2021 / 6
Job Description:
Improve the algorithm by localizing and classifying defects on wafers.
By using machine learning and deep learning methods to improve the algorithm by localizing and classifying defects on wafers. The purpose is to rescue the overkilled wafer (which was supposed to be normal but was detected as a defective product by AOI machine).
Methodology:
- Resnet
- Densenet
- Defect Detection Using Denoising Convolutional Autoencoder
- Unsupervised Anomaly Detection Using Deep Autoencoding Gaussian Mixture model
Python | PyTorch | Machine Learning | Deep Learning | OpenCV
Automation Developer Intern / Vanguard International Semiconductor Corporation
2020 / 7 - 2020 / 8
Job Description:
- Face Recognition
- Lot ID Recognition
- Automation Report System Development
Python | PyTorch | OpenCV | UiPath | Power BI | Deep learning | Image Recognition |
Object Detection
Research Assistant / National Chiao Tung University Big Data Research Center
2018 / 7 - 2020 / 12
Job Description:
- Analyze the selection orientation and effectiveness of various courses in the college through statistics method or machine learning.
- Analyze world university rankings
- Analyze paper influence of Kaohsiung Medical University
- Course recommendation system
Data analysis | Database managemen | Statistical Tests | Machine Learning | Web crawler
Research Assistant / National Chiao Tung University
2019 / 9 - 2021 / 7
Research topics:
- Performance Analysis of F-policy GI/M/1/K Queuing System with Heterogeneous Service Rates
- Performance comparison of typical machine learning algorithms for abnormal prediction of process capability indicators under unbalanced data
Operation Research | Machine Learning | Deep Learning | Python | PyTorch
Industry-Academia Cooperation / CAR GO ENTERPRISE LTD.
2019 / 11 - 2020 / 6
Job Description:
- Warehouse management of customized motor vehicle parts vacuum forming process
- Quality monitoring system development
Database development | Data warehouse | Python | Django | PostgreSQL
EDUCATION
Master of Industrial Engineering and Management
National Chiao Tung University
2019 / 9 - 2021 / 7
Bachelor of Industrial Engineering and Management
National Chiao Tung University
2015 / 9 - 2019 / 6
Skill
Programming
Python, R, SQL, Power BI
Skill
Data Analysis, Operation Research, Machine Learning, Statistic, Deep Learning, Database management
Research Program
Assessing Create, Interdisciplinary and Hand-on Learning Outcomes in Innovative Creative Technology Co-working Space
2019/ 7 - 2020/ 6
Analyze the selection orientation and effectiveness of various courses in the college through statistics method or machine learning... etc.
Optimal Inventory Replenishment Policy for a Multi-server Queueing System with Balking, Reneging and Feedback
2020/9 - 2020/ 7
Performance Analysis of GI/M/1/K Queuing System with F-policy and Heterogeneous Service Rates and Optimization
Performance Comparison Of Typical Machine Learning Algorithms For Abnormal Prediction Of Process Capability Indicators Under Unbalanced Data
2020/ 9 - 2021/ 7
Establish interpretable and repayable predictive models through the typical machine learning algorithms, and use process capability indicators as the response variables for consistent quality abnormalities, abnormal production yields, and abnormal process capabilities to compare the performance of different algorithms in limited samples.
OTHERS
The 16th Annual Meeting of the Operations Research Society of Taiwan (ORSTW 2020)
Date : 2020/11/16
subject : The Application of Statistics and Quantity Method
Thesis Topic: Performance Analysis of GI/M/1/K Queuing System with F-policy and Heterogeneous Service Rates
Journal Article-Journal of Industrial and Management Optimization (JIMO)
楊佳儒 Roger Yong
I have experience in Statistical Tests, Data Analysis, Machine Learning, Deep Learning and Image Recognition. I am also with programming skills in Python, SQL, R, HTML. Besides that, I am a self-motivated person who is eager to gain more experience on programming and a good teamworker.
1996, New Taipei，TW 0939-121-671
[email protected]
Experience
IE Engineer / Vanguard International Semiconductor Corporation
2021 / 8 - 2021 / 10, 2022 / 2 - Present
Job Description:
- Tool Productivity Management Report System
- CAPEX New Tool Performance Tracing
- Abnormal Tool Performance Auto-Alarm Email
- IE Dept Database Development and Management
Python | Power BI | Oracle SQL | Microsoft SQL | Django | UiPath
AI Algorithm Intern / Gallant Precision Machining Co Ltd
2021 / 3 - 2021 / 6
Job Description:
Improve the algorithm by localizing and classifying defects on wafers.
By using machine learning and deep learning methods to improve the algorithm by localizing and classifying defects on wafers. The purpose is to rescue the overkilled wafer (which was supposed to be normal but was detected as a defective product by AOI machine).
Methodology:
- Resnet
- Densenet
- Defect Detection Using Denoising Convolutional Autoencoder
- Unsupervised Anomaly Detection Using Deep Autoencoding Gaussian Mixture model
Python | PyTorch | Machine Learning | Deep Learning | OpenCV
Automation Developer Intern / Vanguard International Semiconductor Corporation
2020 / 7 - 2020 / 8
Job Description:
- Face Recognition
- Lot ID Recognition
- Automation Report System Development
Python | PyTorch | OpenCV | UiPath | Power BI | Deep learning | Image Recognition |
Object Detection
Research Assistant / National Chiao Tung University Big Data Research Center
2018 / 7 - 2020 / 12
Job Description:
- Analyze the selection orientation and effectiveness of various courses in the college through statistics method or machine learning.
- Analyze world university rankings
- Analyze paper influence of Kaohsiung Medical University
- Course recommendation system
Data analysis | Database managemen | Statistical Tests | Machine Learning | Web crawler
Research Assistant / National Chiao Tung University
2019 / 9 - 2021 / 7
Research topics:
- Performance Analysis of F-policy GI/M/1/K Queuing System with Heterogeneous Service Rates
- Performance comparison of typical machine learning algorithms for abnormal prediction of process capability indicators under unbalanced data
Operation Research | Machine Learning | Deep Learning | Python | PyTorch
Industry-Academia Cooperation / CAR GO ENTERPRISE LTD.
2019 / 11 - 2020 / 6
Job Description:
- Warehouse management of customized motor vehicle parts vacuum forming process
- Quality monitoring system development
Database development | Data warehouse | Python | Django | PostgreSQL
EDUCATION
Master of Industrial Engineering and Management
National Chiao Tung University
2019 / 9 - 2021 / 7
Bachelor of Industrial Engineering and Management
National Chiao Tung University
2015 / 9 - 2019 / 6
Skill
Programming
Python, R, SQL, Power BI
Skill
Data Analysis, Operation Research, Machine Learning, Statistic, Deep Learning, Database management
Research Program
Assessing Create, Interdisciplinary and Hand-on Learning Outcomes in Innovative Creative Technology Co-working Space
2019/ 7 - 2020/ 6
Analyze the selection orientation and effectiveness of various courses in the college through statistics method or machine learning... etc.
Optimal Inventory Replenishment Policy for a Multi-server Queueing System with Balking, Reneging and Feedback
2020/9 - 2020/ 7
Performance Analysis of GI/M/1/K Queuing System with F-policy and Heterogeneous Service Rates and Optimization
Performance Comparison Of Typical Machine Learning Algorithms For Abnormal Prediction Of Process Capability Indicators Under Unbalanced Data
2020/ 9 - 2021/ 7
Establish interpretable and repayable predictive models through the typical machine learning algorithms, and use process capability indicators as the response variables for consistent quality abnormalities, abnormal production yields, and abnormal process capabilities to compare the performance of different algorithms in limited samples.
OTHERS
The 16th Annual Meeting of the Operations Research Society of Taiwan (ORSTW 2020)
Date : 2020/11/16
subject : The Application of Statistics and Quantity Method
Thesis Topic: Performance Analysis of GI/M/1/K Queuing System with F-policy and Heterogeneous Service Rates