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Taiwan
台灣
Taipei City, Taiwan
台北市, 台灣
New Taipei City, Taiwan
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National Kaohsiung University of Hospitality and Tourism
國立高雄餐旅大學
National Chengchi University
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國立台灣大學
國立政治大學
國立臺灣大學
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國立台北護理健康大學
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國立臺北護理健康大學
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PowerPoint
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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
Business Development, Product Manager, Project Management, Business Operations, Process Design
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English related jobs , Administration/ Coordinator, Secretary, Receptionist , International sales 行政專員，總機接待人員，秘書，國外業務
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緯創軟體股份有限公司
3M TAIWAN LTD, Taipei
ARKNAV International Inc.,
ARSMC
ASIAN EDUCATION SCIENTIFIC AND CULTURAL ORGANIZATION (A.E.S.C.O.)
ATOM Health Corporation
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4-6 years
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  • Exclude read results
  • Show all experiences
Avatar of 宋浩茹 Ellie Sung.
Avatar of 宋浩茹 Ellie Sung.
宋浩茹 Ellie Sung
CakeResume Premium Badge
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
Gradio, LangChain, Tensorflow, Keras, FastAPI, OpenCV, Airflow, Git, Docker, Jenkins, Line Bot , Azure Bot Service, Tableau ML & NLP Techniques: LMOps, RAG, Fine-tune LLMs, Text Generation, Multi-Document Summarization, Recommendation System, Text Classification, Named Entity Recognition, CoT Research and Work Experience Research Assistant OctPresent Institute of Information Science, Academia Sinica, Taiwan Natural Language and Knowledge Processing Lab (NLP Lab) National Taiwan University Hospital (NTUH): Focused on exploring the generality and expertise of LLMs ( e.g., LLaMA2, Zephyr. ) in medical Q&A applications, improving model performance by 2.01% . Efficiency Optimization: Utilized Low-Rank Adaptation (LoRA
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 林盈志.
Avatar of 林盈志.
林盈志
Past
Product Director @Twin Beans
・
2018 ~ 2023
Product manager, Senior Product Manager, Product Director
Within one month
. Work Experience Product Director • Twin Beans JanuaryOctober 2023 Establishment of Product Management Processes and Team Recruited and established a software agile development team from scratch, leading a product team of 6+ members. Developed cross-departmental collaboration processes, rapidly understanding market demands and feedback, securing landmark projects with National Taiwan University Hospital, Veterans General Hospital, and Chang Gung Hospital. Product Strategy Planning and Execution Formulated product strategies, gained the ability to handle big projects, and increased the value of projects by more than 5 times. By the end of 2023, over 80 operating rooms in Taiwan
Product Strategy and Roadmap
Product planning
Product Design
Unemployed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
National Cheng Kung University
・
Medical device
Avatar of Bear Jian.
Avatar of Bear Jian.
Bear Jian
Sales Specialist @Oneness Biotech Co Ltd, Taipei
・
2021 ~ Present
Sales Representative
More than one year
demonstrate how to use the product, sell and promote the company's product. 3.Assist customers to understand the product and use it correctly. 4. Provide customer marketing or business consulting, publicize and implement the company's philosophy to customers 5.Promote drug review (responsible hospitals: National Taiwan University Hospital, Taipei Medical University Affiliated Hospital, Fu Jen Catholic University Affiliated Hospital, Taipei City United Hospital Department-he ping) Work experience :AugSep 2016 Title:Sales manager Company Name: 3M TAIWAN LTD, Taipei Major customers include hospitals, pharmacy chains, logistics providers, home health care. Responsible products
Word
PowerPoint
Microsoft Office
Employed
Full-time / Interested in working remotely
10-15 years
Fu Jen Catholic University – Taipei, Taiwan
・
Statistics
Avatar of GISH Shao.
Avatar of GISH Shao.
GISH Shao
AI Engineer/系統開發工程師 @中信金控_台灣人壽保險股份有限公司
・
2022 ~ Present
AI Engineer
Within one month
— GISH G SUMMARY Aiming to be a data scientist unicorn who excels at applied machine learning in a business/finance-related field. DevOps Engineer(Python) for Automatic Claim Processor (ACP) - OCR System (Hospital Diagnosis/Receipt). Applying tree-based algorithms to model Credit Scoring predictions in the finance industry. Achieving Hyperautomation through AI and RPA, which uses a special set of tools to automate tasks. Working Experience NovNow Artificial Intelligence Engineer @ CTBC Taiwan Life Insurance AI Team DevOps Engineer(Python) for Automatic Claim Processor (ACP) - OCR System (Hospital Diagnosis/Receipt) 1.
Python
SQL
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立台灣大學 National Taiwan University
・
Business Administration
Avatar of Andrea Chuang.
Offline
Avatar of Andrea Chuang.
Offline
Andrea Chuang
Senior Medical Technologist of NGS Lab @Stork Fertility Center
・
2014 ~ 2018
RD
Within two months
Auditor LDTs Medical Lab Taiwan Genomics and Genetics Society (TGGS) Technologist, Reporting and Issuing Int Medical Technologist American Society for Clinical Pathology (ASCP) Medical Technologist (ASCPi) Education National Taiwan University, Graduate institute of clinical medicine Doctor of Philosophy • FebMar 2024 Research Topic: Mitochondria, Regression models, Machine learning New South Wales University (Australia), Graduate school of biomedical engineering Master exchange • JunJun 2011 Research Topic: Perlecan purification and analysis (Human colorectal cance model) National Taiwan University, Graduate institute of Clinical Laboratory Master of Medical technology •Research Topic: Acute leukemia, Erythroblastosis, Telomeres National Taiwan University, Clinical Laboratory and Medical Science Bachelor of.
Employed
・
Open to opportunities
Full-time / Not interested in working remotely
10-15 years
National Taiwan University
・
canditate, Graduate institute of Clinical medicine
Avatar of 王振宇.
Avatar of 王振宇.
王振宇
Internship @National Taiwan Normal University
・
2017 ~ Present
Supervisor
More than one year
The Investigator Taiwan 社長 醫師、攝影師。臺北，臺灣。 [email protected] ;https://www.flickr.com/photos/oscar56312/albums 學經歷 國立臺灣大學醫學系 School of Medicine, National Taiwan University M.D.,（七年制） 臺灣大學附設醫院 NTU Hospital Intern (一般外、整外、麻醉、急診、耳鼻喉, 2018/May/May 成功大學附設醫院 NCKU Hospital Intern, 皮
Photography
Biogeography
PAUP
4-6 years
National Taiwan University
Avatar of 蔡勇勇.
Avatar of 蔡勇勇.
蔡勇勇
Online Customer Service and Marketing Promotion @ID4Shoes
・
2009 ~ 2011
Within one year
Rendi Hartono Hello, my name is Rendi. I have worked for more than four years in international business and hospitality industries. I had been working as a distributor key account management for APAC region to increase communication for high-end electronic products, quality control experience, new products launching and releases, and familiar with sportswear goods, smart watch, electronic devices and social media business development. B2B and B2C Marketing, eBay, Yahoo action and customer service run well in my daily activity. I earned my degrees from NTUST 國立台灣科技大學 - Taipei, Taiwan
Outlook
PowerPoint
Word
Employed
Full-time / Interested in working remotely
4-6 years
National Taiwan University of Science and Technology 國立台灣科技大學
・
Business Administration, Marketing
Avatar of the user.
Avatar of the user.
Available for paid companies
Consultant @Microsoft Taiwan
・
2019 ~ Present
Within two months
Dotnet Core
Dotnet MVC
JavaScript
Full-time / Interested in working remotely
6-10 years
國立臺灣海洋大學 National Taiwan Ocean University
・
環境資訊所
Avatar of the user.
Avatar of the user.
Available for paid companies
Business Development, Product Manager, Project Management, Business Operations, Process Design
More than one year
Excel
PowerPoint
Word
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
National Taiwan Ocean University
・
Master's degree Aquatic Biology
Avatar of the user.
Avatar of the user.
Available for paid companies
Project Manager @Calyx
・
2022 ~ Present
project manager
More than one year
Radiologic Technology
Employed
Full-time / Interested in working remotely
4-6 years
國立陽明大學
・
生物醫學影像暨放射科學系

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Within three months
Avatar of Andrea Chuang.
Andrea Chuang
Director of NGS laboratory, PhD candidate of clinical medicine, Medical technologist
Logo of Stork Fertility Center.
Stork Fertility Center
・
2018 ~ Present
Hsinchu, Hsinchu City, Taiwan
Professional Background
Current status
Employed
Job Search Progress
Open to opportunities
Professions
Fields of Employment
Work experience
10-15 years
Management
Skills
Languages
Job search preferences
Positions
RD
Job types
Full-time
Locations
Remote
Not interested in working remotely
Freelance
Educations
School
National Taiwan University
Major
canditate, Graduate institute of Clinical medicine
Print

Tzu-Hsuan (Andrea) Chuang

   Medical Laboratory Director - management and certification

   Medical Research Head - clinical Research, Statistics

   ISO 15189/LDTs Accredition , SCI publication

   Tel: 0919-345-595     Email: [email protected]

Work Experience

Director, Lab of next-generation sequencing             

Stork Fertility Center  •  Jun 2018 - Present

Laboratory management: budget plan, personnel training, QC/QA, complaint handling

Major service: preimplantation genetic testing, expanded carrier screening

Honor: Mission accomplishment award (2018 Corporate Annual Group Award)

Head of Medical Research                                             

Stork Fertility Center  •  Jun 2017 - Present

Clinical trials: project plan, statistical skills (STATA, SPSS), IRB approval, academic hospitals collaboration

Data warehouse: data cleaning, outcome visualization, regression models, SCI publications (~1 per year)

Honor: Precision Medicine Award (2017 Corporate Annual Individual Award) 

Senior Medical Technologist of NGS Lab                   

Stork Fertility Center  •  Oct 2014 - Jun 2018

NGS execution: testing conduction, pipeline tunning, annotation, issuing reports

Consultation: reproductive genetics

Honor: Oral presentation (2017 European Society of Human Reproduction and Embryology, ESHRE) 

Reproductive healthcare consultant

Stork Fertility Center  •  Mar 2013 - Oct 2014

Case relationship management: IVF procedures, medication education, follow-up care

Artificial reproductive technique: semen analysis and processing for insemination

Honor: Founder's Award (2016 Corporate Annual Group Award)

Assistant embryologist

Honji Fertility Center  •  Feb 2012 - Feb 2013

Semen analysis, human embryo culture, artificial insemination, mouse embryo model

Professional Certification

ISO 15189 Medical Lab

Taiwan Accreditation Foundation (TAF)

 Lab Director, Auditor 

LDTs Medical Lab

Taiwan Genomics and Genetics Society (TGGS)

Technologist, Reporting and Issuing

Int Medical Technologist

American Society for Clinical Pathology (ASCP)

Medical Technologist (ASCPi)

Education

National Taiwan University, Graduate institute of clinical medicine

Doctor of Philosophy  •  Feb 2021 - Mar 2024

Research Topic: Mitochondria, Regression models, Machine learning

New South Wales University (Australia), Graduate school of biomedical engineering

Master exchange  •  Jun 2010 - Jun 2011

Research Topic: Perlecan purification and analysis (Human colorectal cance model)

National Taiwan University, Graduate institute of Clinical Laboratory

Master of Medical technology  •  2008 - 2010

Research Topic: Acute leukemia, Erythroblastosis, Telomeres

National Taiwan University, Clinical Laboratory and Medical Science

Bachelor of Medical technology  •  2004 - 2008

Medical technologist training, National medical license

Project management

Medical testing

2023 ISO 15189/LDTs Accredition

2022 Service launch: Expanded carrier screening

2020 NGS upgrade: Two NGS parallel clinical trial

2017 System change: NGS vs. aCGH parallel clinical trial

2014 Molecular biology lab setup

Data warehouse

2023 LIS upgrade: Automization QC metrices of NGS

2021 Reporting system: Automization report generation

2020 LIS setup: Automization LIS

2019 KPI system: Embryo lab, molecular biology lab

2018 Clinical database: EMR establishment

Publications  https://orcid.org/0000-0003-4263-9374

Clinical strategy

Using an Interpretable Machine Learning Model to Predict Corifollitropin Alfa Protocol. Fertility & Reproduction. 2023;5:50-60. Lai HH, Kuo EE, Li RS, Chuang TH, Huang YC, Hsieh JY, Chang TA, Huang YL, Hsieh WT, Su YR, and Liu M. (AI healthcare model)

A Patient Friendly Corifollitropin Alfa Protocol without Routine Pituitary Suppression in Normal Responders. PLoS One. 2016;11(4):e0154123. Lai HH, Kuo EE, Li RS, Chuang TH, Huang YC, Hsieh JY, Chang TA, Huang YL, Hsieh WT, Su YR, and Liu M. (Prize paper)

Clinical embryology

Reduced mitochondrial DNA content correlates with poor clinical outcomes in cryotransfers with day 6 single euploid embryos. Front Endocrinol. 2023;13:1066530. Chuang TH, Chen CY, Kuan CS, Lai HH, Hsieh CL, Lee MJ, Liang YT, Chang YJ, Chen CY, Chen SU.

Concordance between different trophectoderm biopsy sites and the inner cell mass of chromosomal composition measured with a next-generation sequencing platform. Mol Hum Reprod. 2018;24:593-601. Chuang TH, Hsieh JY, Lee MJ, Lai HH, Hsieh CL, Wang HL, Chang YJ, Chen SU.

Reproductive genetics

High concordance in preimplantation genetic testing for aneuploidy between automatic identification via Ion S5 and manual identification via Miseq. Sci Rep. 2021b;11:18931. Chuang TH, Wu ZH, Kuan CS, Lee MJ, Hsieh CL, Wang HL, Lai HH, Chang YJ, Chen SU.

The incidence of mosaicism for individual chromosomes in human blastocysts is correlated with chromosome length. Front Genet. 2021a;11:565348. Chuang TH, Chang YP, Lee MJ, Wang HL, Lai HH, Chen SU.

Identification of mosaic and segmental aneuploidies by next-generation sequencing in preimplantation genetic screening can improve clinical outcomes compared to array-comparative genomic hybridization. Mol Cytogenet. 2017:10:14. Lai HH, Chuang TH, Wong LK, Lee MJ, Hsieh CL, Wang HL, Chen SU.

Presentation

Incorporating PGT-A in the IVF Program: An IVF Center Perspective. 2022 Asia Pacific Initiative on Reproduction Masterclass

High concordance between Ion Represeq system and Veriseq system. 2021 Asia Pacific Reproductive Health Webinar

Which accumulation is better in poor ovarian responders stratified by POSEIDON, egg or blastocyst? 2020 European Society of Human Reproduction (ESHRE)– Oral (Virtual)

Per oocyte-based efficiency in cryopreserved oocyte bank: how many donated eggs are enough? 2019 Asia Pacific Initiative on Reproduction Congress (ASPIRE) – Oral (Hong Kong, China)

Elective single embryo transfer in oocyte donation IVF: strategy, outcome, and efficiency. 2018 Asia Pacific Initiative on Reproduction Congress (ASPIRE) – Oral (Taipei, Taiwan)

Mosaicism across individual chromosome in trophectoderm biopsies by next generation sequencing: changes with chromosome length. 2017 European Society of Human Reproduction (ESHRE)– Oral (Geneva, Switzerland)

Resume
Profile
Print

Tzu-Hsuan (Andrea) Chuang

   Medical Laboratory Director - management and certification

   Medical Research Head - clinical Research, Statistics

   ISO 15189/LDTs Accredition , SCI publication

   Tel: 0919-345-595     Email: [email protected]

Work Experience

Director, Lab of next-generation sequencing             

Stork Fertility Center  •  Jun 2018 - Present

Laboratory management: budget plan, personnel training, QC/QA, complaint handling

Major service: preimplantation genetic testing, expanded carrier screening

Honor: Mission accomplishment award (2018 Corporate Annual Group Award)

Head of Medical Research                                             

Stork Fertility Center  •  Jun 2017 - Present

Clinical trials: project plan, statistical skills (STATA, SPSS), IRB approval, academic hospitals collaboration

Data warehouse: data cleaning, outcome visualization, regression models, SCI publications (~1 per year)

Honor: Precision Medicine Award (2017 Corporate Annual Individual Award) 

Senior Medical Technologist of NGS Lab                   

Stork Fertility Center  •  Oct 2014 - Jun 2018

NGS execution: testing conduction, pipeline tunning, annotation, issuing reports

Consultation: reproductive genetics

Honor: Oral presentation (2017 European Society of Human Reproduction and Embryology, ESHRE) 

Reproductive healthcare consultant

Stork Fertility Center  •  Mar 2013 - Oct 2014

Case relationship management: IVF procedures, medication education, follow-up care

Artificial reproductive technique: semen analysis and processing for insemination

Honor: Founder's Award (2016 Corporate Annual Group Award)

Assistant embryologist

Honji Fertility Center  •  Feb 2012 - Feb 2013

Semen analysis, human embryo culture, artificial insemination, mouse embryo model

Professional Certification

ISO 15189 Medical Lab

Taiwan Accreditation Foundation (TAF)

 Lab Director, Auditor 

LDTs Medical Lab

Taiwan Genomics and Genetics Society (TGGS)

Technologist, Reporting and Issuing

Int Medical Technologist

American Society for Clinical Pathology (ASCP)

Medical Technologist (ASCPi)

Education

National Taiwan University, Graduate institute of clinical medicine

Doctor of Philosophy  •  Feb 2021 - Mar 2024

Research Topic: Mitochondria, Regression models, Machine learning

New South Wales University (Australia), Graduate school of biomedical engineering

Master exchange  •  Jun 2010 - Jun 2011

Research Topic: Perlecan purification and analysis (Human colorectal cance model)

National Taiwan University, Graduate institute of Clinical Laboratory

Master of Medical technology  •  2008 - 2010

Research Topic: Acute leukemia, Erythroblastosis, Telomeres

National Taiwan University, Clinical Laboratory and Medical Science

Bachelor of Medical technology  •  2004 - 2008

Medical technologist training, National medical license

Project management

Medical testing

2023 ISO 15189/LDTs Accredition

2022 Service launch: Expanded carrier screening

2020 NGS upgrade: Two NGS parallel clinical trial

2017 System change: NGS vs. aCGH parallel clinical trial

2014 Molecular biology lab setup

Data warehouse

2023 LIS upgrade: Automization QC metrices of NGS

2021 Reporting system: Automization report generation

2020 LIS setup: Automization LIS

2019 KPI system: Embryo lab, molecular biology lab

2018 Clinical database: EMR establishment

Publications  https://orcid.org/0000-0003-4263-9374

Clinical strategy

Using an Interpretable Machine Learning Model to Predict Corifollitropin Alfa Protocol. Fertility & Reproduction. 2023;5:50-60. Lai HH, Kuo EE, Li RS, Chuang TH, Huang YC, Hsieh JY, Chang TA, Huang YL, Hsieh WT, Su YR, and Liu M. (AI healthcare model)

A Patient Friendly Corifollitropin Alfa Protocol without Routine Pituitary Suppression in Normal Responders. PLoS One. 2016;11(4):e0154123. Lai HH, Kuo EE, Li RS, Chuang TH, Huang YC, Hsieh JY, Chang TA, Huang YL, Hsieh WT, Su YR, and Liu M. (Prize paper)

Clinical embryology

Reduced mitochondrial DNA content correlates with poor clinical outcomes in cryotransfers with day 6 single euploid embryos. Front Endocrinol. 2023;13:1066530. Chuang TH, Chen CY, Kuan CS, Lai HH, Hsieh CL, Lee MJ, Liang YT, Chang YJ, Chen CY, Chen SU.

Concordance between different trophectoderm biopsy sites and the inner cell mass of chromosomal composition measured with a next-generation sequencing platform. Mol Hum Reprod. 2018;24:593-601. Chuang TH, Hsieh JY, Lee MJ, Lai HH, Hsieh CL, Wang HL, Chang YJ, Chen SU.

Reproductive genetics

High concordance in preimplantation genetic testing for aneuploidy between automatic identification via Ion S5 and manual identification via Miseq. Sci Rep. 2021b;11:18931. Chuang TH, Wu ZH, Kuan CS, Lee MJ, Hsieh CL, Wang HL, Lai HH, Chang YJ, Chen SU.

The incidence of mosaicism for individual chromosomes in human blastocysts is correlated with chromosome length. Front Genet. 2021a;11:565348. Chuang TH, Chang YP, Lee MJ, Wang HL, Lai HH, Chen SU.

Identification of mosaic and segmental aneuploidies by next-generation sequencing in preimplantation genetic screening can improve clinical outcomes compared to array-comparative genomic hybridization. Mol Cytogenet. 2017:10:14. Lai HH, Chuang TH, Wong LK, Lee MJ, Hsieh CL, Wang HL, Chen SU.

Presentation

Incorporating PGT-A in the IVF Program: An IVF Center Perspective. 2022 Asia Pacific Initiative on Reproduction Masterclass

High concordance between Ion Represeq system and Veriseq system. 2021 Asia Pacific Reproductive Health Webinar

Which accumulation is better in poor ovarian responders stratified by POSEIDON, egg or blastocyst? 2020 European Society of Human Reproduction (ESHRE)– Oral (Virtual)

Per oocyte-based efficiency in cryopreserved oocyte bank: how many donated eggs are enough? 2019 Asia Pacific Initiative on Reproduction Congress (ASPIRE) – Oral (Hong Kong, China)

Elective single embryo transfer in oocyte donation IVF: strategy, outcome, and efficiency. 2018 Asia Pacific Initiative on Reproduction Congress (ASPIRE) – Oral (Taipei, Taiwan)

Mosaicism across individual chromosome in trophectoderm biopsies by next generation sequencing: changes with chromosome length. 2017 European Society of Human Reproduction (ESHRE)– Oral (Geneva, Switzerland)