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4-6 years
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Past
產品經理 @百度
2017 ~ 2023
數字產品經理/專案管理/供應鏈管理
Within one month
Excel
MySQL
Visio
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
揚州大學
數學與統計學
Avatar of 吳佳謙.
Avatar of 吳佳謙.
Past
Asia Lead Software Engineer @新加坡商羅福斯有限公司台灣分公司
2023 ~ 2024
Software Engineer
Within one month
chose to return to the campus to continue to enrich myself. Elective Courses-8 subjects with a total average score :85.4 and GPA : 3.9. ➤ Advanced artificial intelligence: use Google Colab to analyze pm2.5 air pollution data, and use linear regression to predict stocks, use C# to write fish identification in the final report and automatically bring it into the optional cooking menu. ➤ Advanced data mining and huge data analysis: Use python and use google API search engine to compose automatic answering robots. ➤ Image processing: Use Visual
C++
C#
JAVA
Unemployed
Ready to interview
Full-time / Interested in working remotely
6-10 years
National Chung Hsing University
Computer Science and Information
Avatar of 劉萱萱.
Avatar of 劉萱萱.
Staff Front-End Developer @趨勢科技
2021 ~ Present
Senior Software Engineer
Within one month
This application provides users with enhanced services through real-time conversations and utilizes AI technology to rapidly assess the security status of customers' endpoints, servers, and related information. Actively engaged in the project from its initial conceptualization. ・ Targeted Attack Detection (TAD) (MarchPresent): Collaborated with the data team to predict potential attacks on customers early and notify them about attack patterns and probabilities. This helps customers take proactive measures to prevent ransomware. Underwent several major revisions during the project. ・ Executive Dashboard App (FebruaryApril 2023): Focused on user interaction and the development of various highcharts charts.
JavaScript
Node.js
React.js
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
元智大學
CSE
Avatar of Andrea Chuang.
Offline
Avatar of Andrea Chuang.
Offline
Senior Medical Technologist of NGS Lab @Stork Fertility Center
2014 ~ 2018
RD
Within two months
庫: 自動化LIS 2019 KPI系統: 胚胎實驗室、分生實驗室 2018 臨床資料庫: 電子化 醫學發表 https://orcid.org/臨床療程 Using an Interpretable Machine Learning Model to Predict Corifollitropin Alfa Protocol. Fertility & Reproduction. 2023;5:Lai HH, Kuo EE, Li RS, Chuang TH , Huang YC, Hsieh JY, Chang TA, Huang YL, Hsieh WT, Su YR, and Liu M. (醫療AI模型) A Patient Friendly Corifollitropin Alfa Protocol without Routine Pituitary Suppression in
Employed
Open to opportunities
Full-time / Not interested in working remotely
10-15 years
National Taiwan University
canditate, Graduate institute of Clinical medicine
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Avatar of the user.
Past
Freelance @Upwork
2023 ~ Present
Digital Marketing Specialist
Within three months
Social Media Marketing
Web Designing
Content Marketing
Unemployed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
Virtual University
Computer Science
Avatar of 許立農.
Avatar of 許立農.
數據科學家 @中國信託商業銀行股份有限公司
2021 ~ Present
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 three months
factors, and updating alert lists. Implemented Autoencoder + contrastive learning to achieve a 1.81% improvement in model effectiveness. Coupon Recommendation Objective: Personalized coupon recommendations for mobile banking users to increase click-through rates and redemption rates. Responsibilities/Achievements: Utilized multi-task learning to simultaneously predict click-through behavior and coupon redemptions, resulting in a 14% increase in click-through rate and a 74% increase in redemption rate. Created performance tracking reports to monitor online model performance and provide insights to Business Units. Financial Product Recommendations Objective: Tailored financial product recommendations for mobile
Python
R
MSSQL
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
政治大學
統計
Avatar of 金爾康.
Avatar of 金爾康.
Engineering Manager @Viscovery 創意引晴股份有限公司
2018 ~ Present
Within one month
Leveraged frame similarity to speed up CNN-based object detection and semantic segmentation models, e.g. FPN, PSPNet, YOLO, Faster-RCNN, and SegNet. Proposed a multimodal CNN achieving high fine-grained classification accuracy. The model was trained with both web images and its tags, and could predict solely with image in future testing phase. Under Graduate Research Assistant, SepAug 2014 Speech Processing Laboratory, NTU Researched in Deep Neural Network and Probabilistic Graphical Model, including Recurrent Neural Network and Regularized Mixture Model Surveyed various word embedding method, including Recurrent Neural Network (RNN), word2vec, paragraph vector.
Deep Learning
Computer Vision
FastAPI
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立台灣大學
Electrical Engineering
Avatar of Yu Chang, Huang(黃郁璋).
Avatar of Yu Chang, Huang(黃郁璋).
Analyst of Quantitative Finance @幣昇資訊有限公司-Cryptovix
2020 ~ Present
Financial Analyst
Within one month
. Developed cryptocurrency copy trading systems and term arbitrage strategies: Implemented term arbitrage strategies using WebSocket technology to monitor market quotes in real-time, significantly enhancing the speed of data updates and system response compared to traditional polling methods. Processed time-series data using pandas to accurately analyze and predict market trends, dynamically adjusting trading algorithms to optimize the risk and return of investment portfolios. Quantitative Researcher at Algoreality. , JanDec 2022 Designed a grid trading robot using Python multithreading technology and asyncio for efficient asynchronous calls to the Binance API, significantly enhancing the execution speed of trading
Python
C#
multicharts
Employed
Full-time / Interested in working remotely
4-6 years
private chinese culture university
electronic engineering
Avatar of Yahya Rozi.
Avatar of Yahya Rozi.
IT Manager @Hatch Interactive Technologies Corp.
2020 ~ 2023
C#.net Development 全端/後端工程師
Within one month
Sitefinity and Umbraco) Maintenance Microsoft Business Central and MS Power BI for Tunglok Singapore EORS4 project for XCHAINHongkong (.NET Core) Planning and executing project scopes, managing timelines, and deadlines. Tracking and reporting on overall progress. Manage daily operations of brand new programs and metric the objective.- Predict project revenue and ensure all goals are met Senior Dotnet Developer CyberQuote Pte Ltd JuliDesember 2020 Surabaya, Taiwan Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh euismod tincidunt ut laoreet dolore magna aliquam erat volutpat. Lead Project Coordinator VOX TENEO DesemberJuli 2019Taipei, Taiwan Lorem
Employed
Full-time / Interested in working remotely
More than 15 years
Institut Teknologi Sepuluh Nopember (ITS)
Electrical and Electronics Engineering
Avatar of the user.
Avatar of the user.
Instructor @Digi+ Program in NHRI (Genomics Analysis and Precision Medicine)
2022 ~ Present
工程師
Within three months
+leadership
+biomedical
R
Studying
Full-time / Interested in working remotely
6-10 years
National Chung Hsing University
Biomedical

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Within two months
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
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Job types
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Remote
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National Taiwan University
Major
canditate, Graduate institute of Clinical medicine
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莊子璇



醫學實驗室主任 管理與認證

醫研部主管 臨床研究專案、統計分析

ISO 15189/LDTs 認證、SCI 期刊發表



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

工作經歷

醫學實驗室 主任 (NGS平台)

送子鳥生殖中心  •  2018.06 - 至今

主責實驗室管理,包含預算規劃、人員訓練、檢驗品管和抱怨處理

主要檢驗項目: 胚胎著床前染色體套數篩檢、廣泛型遺傳疾病帶因篩檢

Honor: 使命必達獎  •  2018 企業年度團體獎項 (連續三年國際期刊發表) 

醫研部學術組 領導 

送子鳥生殖中心  •  2017.06 - 至今

主責臨床試驗,包含專案規劃、統計設計與分析、IRB申請與產學合作

SCI學術期刊與歐洲生殖醫學年會(ESHRE)發表、臨床資料庫管理

Honor: 精準醫學獎  •  2017 企業年度個人獎項 (資料庫自動化)

分生醫檢師

送子鳥生殖中心  • 2014.10 - 2018.06

主責NGS檢驗執行,包含結果分析、報告核發、定期確效和檢驗諮詢

Honor: 2017 歐洲生殖醫學年會口頭發表

生殖醫學諮詢師

送子鳥生殖中心  • 2013.03 - 2014.10

主責試管嬰兒療程諮詢與精液分析,包含藥物衛教、跟診、人工受孕精液處理

Honor: 創辦人獎  •  2016 企業年度團體獎項 (生殖電子衛教系統)

助理胚胎師

宏孕不孕診所  •  2012.02 - 2013.02

主責精液分析與胚胎培養,包含胚胎室建構初期鼠胚測試

資格認證


ISO 15189 醫學實驗室

全國認證基金會 (TAF)

醫學實驗室主管
內部稽核員

LDTs 實驗室 

基因體遺傳學會 (TGGS)

專任技術人員
專任報告核發人員

國際醫檢師 ASCPi 

美國臨床病理學會 (ASCP)

醫檢師認證



學歷

國立台灣大學醫學院 臨床醫學所

博士  •  2021 - 2024 

研究主題: 胚胎粒線體分析,統計回歸模型 機器學習 

澳洲新南威爾斯大學 生醫工程所

碩士交換生  •  2010 - 2011

研究主題:  蛋白質體純化與分析

國立台灣大學醫學院 醫技所

碩士  •  2008 - 2010

研究主題: 急性白血病、紅血球增生症與染色體端粒

國立台灣大學醫學院 醫學檢驗暨生物技術學系

學士  •  2004 - 2008

醫事檢驗師訓練、高考合格

專案

檢驗計畫 (主導)

2023 ISO 醫學實驗室/LDTs 認證

2022 建構新檢驗品項: 廣泛型遺傳帶因篩檢 (服務)

2020 升級檢驗系統: 雙NGS平行測試 (臨床試驗)

2017 升級檢驗系統: NGS/微晶片平行測試 (臨床試驗)

2014 建構分生實驗室

資料庫計畫 (設計)

2023 分生監控系統: 自動化品管系統

2021 分生報告系統: 自動化報告

2020 檢驗資料庫: 自動化LIS

2019 KPI系統: 胚胎實驗室、分生實驗室

2018 臨床資料庫: 電子化

醫學發表  https://orcid.org/0000-0003-4263-9374

臨床療程

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. (醫療AI模型) 

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. (李鎡堯教授優秀論文獎)

臨床胚胎學

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.

基因檢測

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.

國際醫學演講

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

莊子璇



醫學實驗室主任 管理與認證

醫研部主管 臨床研究專案、統計分析

ISO 15189/LDTs 認證、SCI 期刊發表



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

工作經歷

醫學實驗室 主任 (NGS平台)

送子鳥生殖中心  •  2018.06 - 至今

主責實驗室管理,包含預算規劃、人員訓練、檢驗品管和抱怨處理

主要檢驗項目: 胚胎著床前染色體套數篩檢、廣泛型遺傳疾病帶因篩檢

Honor: 使命必達獎  •  2018 企業年度團體獎項 (連續三年國際期刊發表) 

醫研部學術組 領導 

送子鳥生殖中心  •  2017.06 - 至今

主責臨床試驗,包含專案規劃、統計設計與分析、IRB申請與產學合作

SCI學術期刊與歐洲生殖醫學年會(ESHRE)發表、臨床資料庫管理

Honor: 精準醫學獎  •  2017 企業年度個人獎項 (資料庫自動化)

分生醫檢師

送子鳥生殖中心  • 2014.10 - 2018.06

主責NGS檢驗執行,包含結果分析、報告核發、定期確效和檢驗諮詢

Honor: 2017 歐洲生殖醫學年會口頭發表

生殖醫學諮詢師

送子鳥生殖中心  • 2013.03 - 2014.10

主責試管嬰兒療程諮詢與精液分析,包含藥物衛教、跟診、人工受孕精液處理

Honor: 創辦人獎  •  2016 企業年度團體獎項 (生殖電子衛教系統)

助理胚胎師

宏孕不孕診所  •  2012.02 - 2013.02

主責精液分析與胚胎培養,包含胚胎室建構初期鼠胚測試

資格認證


ISO 15189 醫學實驗室

全國認證基金會 (TAF)

醫學實驗室主管
內部稽核員

LDTs 實驗室 

基因體遺傳學會 (TGGS)

專任技術人員
專任報告核發人員

國際醫檢師 ASCPi 

美國臨床病理學會 (ASCP)

醫檢師認證



學歷

國立台灣大學醫學院 臨床醫學所

博士  •  2021 - 2024 

研究主題: 胚胎粒線體分析,統計回歸模型 機器學習 

澳洲新南威爾斯大學 生醫工程所

碩士交換生  •  2010 - 2011

研究主題:  蛋白質體純化與分析

國立台灣大學醫學院 醫技所

碩士  •  2008 - 2010

研究主題: 急性白血病、紅血球增生症與染色體端粒

國立台灣大學醫學院 醫學檢驗暨生物技術學系

學士  •  2004 - 2008

醫事檢驗師訓練、高考合格

專案

檢驗計畫 (主導)

2023 ISO 醫學實驗室/LDTs 認證

2022 建構新檢驗品項: 廣泛型遺傳帶因篩檢 (服務)

2020 升級檢驗系統: 雙NGS平行測試 (臨床試驗)

2017 升級檢驗系統: NGS/微晶片平行測試 (臨床試驗)

2014 建構分生實驗室

資料庫計畫 (設計)

2023 分生監控系統: 自動化品管系統

2021 分生報告系統: 自動化報告

2020 檢驗資料庫: 自動化LIS

2019 KPI系統: 胚胎實驗室、分生實驗室

2018 臨床資料庫: 電子化

醫學發表  https://orcid.org/0000-0003-4263-9374

臨床療程

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. (醫療AI模型) 

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. (李鎡堯教授優秀論文獎)

臨床胚胎學

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.

基因檢測

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.

國際醫學演講

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)