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Avatar of 魏理欣.
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Past
助理副課長 @長榮航空 EVA Airways
2016 ~ 2023
Project Manager、PM、專案經理、UX、網站企劃、產品企劃
Within three months
efficiency 58% 2. In 2016 and in 2019 coordinated with Air Bus Pilots and Boeing Pilots and held technical conferences for EVA pilots, office personnel which promoted the exchange of original manufacturers, pilots and office personnel. 3. Arranged New A321 and B777 Test Pilots schedule and request payment. 4. Educated and trained new office personnel and management pilots. 學歷 JulFeb 2011 Ming Chuan University Applied English-Literature 技能 fluent fluent English speaking, quick learner, cross functional communication, system import, logical thinking, solving problems efficiently, data analysis 語言 Chinese - Native English - Professional
Word
Excel
Canva
Unemployed
Ready to interview
Full-time / Interested in working remotely
10-15 years
銘傳大學MING CHUAN UNIVERSITY
應用英文
Avatar of 🧩 Eason|Content Manager.
Avatar of 🧩 Eason|Content Manager.
Creator/ owner 創辦人 @iamnotdietitian 我不是營養師
2020 ~ Present
顧客成功 /課程開發製作/ 內容行銷經理
Within one month
from 6% inimplemented social channel strategy: social listening, target audience avatar analysis and social media trendcreated weekly storytelling posts supporting marketing metrics Creator/ owner 創辦人 • iamnotdietitian 我不是營養師 十一月Present - host 20+ on-site events and campaigns: study groups and English speaking groups. - have been developing and running 4 hybrid-courses sincebeginner, intermediate, advanced levels) followed by 130+ growing learners - delivering 200+ educational, informative content design: posts, stories, email marketing with 4700 followers on Instagram, 1700 followers on Threads - providingconsultation 1:1 service through mindfulness system - producing
社群媒體經營
內容行銷
Canva – Designing Tool
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
輔仁大學 Fu Jen Catholic University
營養科學研究所
Avatar of Duong Quang Minh.
Avatar of Duong Quang Minh.
Pre-Senior Golang Developer @VMO Holdings
2022 ~ 2023
Pre-Senior Golang Developer
Within one month
solving skills to address any challenges during the development process. Design and develop APIs aligning with specified requirements and industry best practices using GoChi and GraphQL . Optimize code performance to ensure efficiency and enhance the overall quality of the software. Proactive participant in project design phases, effectively identifying and resolving technical issues, efficiently designing and efficiently code structure and functionality for enhanced outcomes. Implement unit testing using the AAA framework and integration tests using Gomock . Pre-Senior Golang Developer • VMO Holdings JuneApril 2023 Work remotely in an English-speaking environment. Proacti...
Time Management
Creativity
Teamwork
Employed
Open to opportunities
Full-time
4-6 years
FPT University
Bachelor of Cyber Security
Avatar of 周君諦.
Active
Avatar of 周君諦.
Active
Senior AI Research/Engineer (part-time) @NeuroBonic Inc.
2022 ~ 2023
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
. The developed algorithm significantly enhanced the arrhythmia detection accuracy by 60% . This advancement reduced interpretation time, cutting it from hours to just under 20 minutes . Leadership and project management: Experiences in leading the project of the application process for medical device certifications, including CE and TFDA. English speaking: Participating in two overseas visits and medical congresses , offering technical support and explanation. Skills : D igital signal processing, Python, Machine learning, Deep learning ( Tensorflow). Bachelor's Degree, Biomedical Engineering Education National Yang-Ming University (NYMU) • JulyJuly 2015 Advisor: Dr. Chun-Min Lo 羅俊民
Python
PyTorch
Machine Learning
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
National Yang Ming Chiao Tung University
Computer Science
Avatar of Santiago Navarro.
Avatar of Santiago Navarro.
Frontend Engineer @Blackstone
2023 ~ Present
Frontend Developer
Within one month
features, primary on the editor experience and backend services. Scrum Tools : Jira Technologies : React, Redux (Sagas, Thunk and Observables) , Gatsby, Graphql, AWS (CloudWatch, DynamoDb, Lambda, SQS, Neptune) , Serverless, Styled-Components, Story-book, NodeJS, Hooks, Figma. Full Stack Developer • Fifth Wall febreaurymay 2020 Real state company based in USA English speaking project, following SCRUM agile methodology. My role in there was to create the whole front end and consume assets from an S3 bucket that we were filling, in order to use them in the map tool. This involved a map with heat zones, searches by category
Node.js
TypeScript
React.js
Full-time / Remote Only
4-6 years
Universidad Nacional de La Plata
Licentiate degree , Computer Software Technology/Technician
Avatar of 楊堉承 (Joe).
Avatar of 楊堉承 (Joe).
Community Lead @The Oasians
2021 ~ Present
Fintech
Within one month
total fans by 4.84% to 1.57M; Discord membership surged by 14.40%. Trend Analysis and Campaign Design: Spearheaded campaigns boosting overall impressions by 5.03% to over 4.13M across platforms. Educational Content Creation: Developed educational videos significantly enhancing engagement for English-speaking audiences. JanuaryPresent Community Lead • The Oasians Blockchain Content Studio focused on informative and engaging digital content. Led a 5,000-member community, producing diverse content including blogs, PR, and video scripts. Enhanced organizational visibility through strategic collaboration with product, marketing, and design teams. Implemented
Communication
Employed
Full-time / Interested in working remotely
4-6 years
University of Birmingham
International Business
Avatar of the user.
Avatar of the user.
Sr. Android Developer @紅點子科技VoiceTube
2018 ~ Present
資深軟體工程師
Within one month
Android Development
Android Studio
JAVA
Employed
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
Soochow University
Computer Science & Information Management
Avatar of the user.
Avatar of the user.
ESL teacher @Kg/Thummuduna Kanishta Vidyalaya (Secondary school)
2023 ~ Present
ESL Teacher English as a Second Language Teacher
Within one month
Microsoft Office
Communication Skills
Problem Solving Skills
Employed
Full-time / Interested in working remotely
6-10 years
Lincoln University College
Teaching English as a second language
Avatar of Felix Wu.
Avatar of Felix Wu.
Past
二級工程師 @Garmin Ltd. 台灣國際航電股份有限公司
2022 ~ 2023
前端工程師
Within one month
系,桃園市。 Maiga Chang, Cheng-Ting Chen, Kuan-Hsing Wu, Pei-Shan YuConversation Quest in MEGA World (Multiplayer Educational Game for All). In Foundations and Trends in Smart Learning (ppSpringer, Singapore. Cheng-Ting Chen, Maiga Chang, Kuan-Hsing Wu, and Pei-Shan YuWeb-based Conversation Quest for Enhancing English Speaking Skills. In the Workshop Proceedings of the 26th International Conference on Computers in Education, Manila, Philippines, November 26-30,Kuo-chen Li, Shih-Ming Pi, Kuan-Hsing Wu, Sheng-En Lin Social Recommendation Framework based on Context Information and Sentiment Analysis, 2018, IAM2018W, P0175.
JavaScript
Linux
Bootstrap
Unemployed
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
中原大學
資訊管理所
Avatar of the user.
Avatar of the user.
Product manager @FUNPODIUM
2022 ~ Present
Product/Project Manager
Within one year
Word
PowerPoint
Excel
Employed
Full-time / Interested in working remotely
4-6 years
AI 人工智慧學校
人工智慧經理人班

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Within one month
Experienced AI Researcher Specializing in Signal Analysis
Logo of NeuroBonic Inc..
NeuroBonic Inc.
2022 ~ 2023
Taiwan, 台灣
Professional Background
Current status
Employed
Job Search Progress
Open to opportunities
Professions
Data Scientist, Python Developer, Machine Learning Engineer
Fields of Employment
Artificial Intelligence / Machine Learning, Big Data
Work experience
4-6 years
Management
I've had experience in managing 1-5 people
Skills
Python
PyTorch
Machine Learning
Deep Learning
Biosignal processing
Signal Processing
Languages
English
Fluent
Chinese
Native or Bilingual
Job search preferences
Positions
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
Job types
Full-time
Locations
新加坡, 台灣新竹市, 台灣台北, 台灣台中
Remote
Interested in working remotely
Freelance
No
Educations
School
National Yang Ming Chiao Tung University
Major
Computer Science
Print

Chun-Ti (Peter) Chou

AI (DL/ML) Researcher & Engineer / Signal Processing



https://www.linkedin.com/in/chun-ti-chou-49533074/

  [email protected]    (+886) 925-140-314  Taipei/Hsinchu, Taiwan

Working Experience and Education

Senior AI Research/Engineer

NeuroBonic Inc. • March 2022 - Present

  • As a core startup member, I am responsible for developing a DL framework for our emotion recognition solution. 
  • The team joined AppWorks AW#25 (July 2022 - Dec. 2022), a startup acceleration program.
  • SkillsDigital Signal Processing (SciPy, Librosa), Deep Learning (PyTorch), Project Management

Master's Degree, Computer Science and Engineering Education

National Yang-Ming Chiao Tung University (NYCU) • July 2021 - September 2023

  • Advisor: Dr. Vincent S. Tseng 曾新穆 (Chair professor, CSIE, NYCU.)
  • ThesisSelf-supervised pulse-aware and interpretable disentangled ECG representation learning.
    • Proposed a self-supervised learning framework with two-fold training efficiency compared to the existing methods.
    • The proposed framework offers a clinically interpretable representation, a crucial aspect in clinical applications.
    • I proactively organized a regular research study group with other lab members to progress our research.
  • Participating in research projects: a comprehensive description is in "Project Experiences".
  • SkillsDatabase buildup (SQL), Data Engineering (NumPy, SciPy, Pandas), Machine Learning (Scikit learn), Deep Learning (PyTorch, PyTorch lightning), C/C++ 

Biosignal Algorithm Engineer 

Rooti Labs Ltd.  •  August 2016 - July 2020

  • Supervisor: Michael Li 黎克邁 (CEO, Rooti Labs Ltd.)
  • The primary developer of the processing and interpretation algorithm for long-term ECG recordings. 
    • The developed algorithm significantly enhanced the arrhythmia detection accuracy by 60%
    • This advancement reduced interpretation time, cutting it from hours to just under 20 minutes.
  • Leadership and project management: Experiences in leading the project of the application process for medical device certifications, including CE and TFDA. 
  • English speaking: Participating in two overseas visits and medical congresses, offering technical support and explanation.
  • SkillsDigital signal processing, Python, Machine learning, Deep learning (Tensorflow).

Bachelor's Degree, Biomedical Engineering Education

National Yang-Ming University (NYMU)  •  July 2011 - July 2015

  • Advisor: Dr. Chun-Min Lo 羅俊民 (Associate professor, BME, NYMU.)
  • Graduation Research ProjectAnalysis of Impedance Fluctuation Obtained by ECIS using  Wavelet Transformation.


Project Experiences

Arrhythmia Sustainability Prediction with Feature Engineering and ML Algorithm

Division of Cardiology, National Yang-Ming Chiao Tung University Hospital • June 2022 - July 2023

  • Status: Paper in progress.
  • Role: Data engineer, ML algorithm engineer
  • Contributions: Improved the efficiency of the feature extraction process, Generating reports, and Conducting field validation.
    • Implemented a feature extraction process for variable-length time series data, which includes signal pre-processing, morphology recognition, and temporal-spectral analysis.
    • Conducted an automatic model comparison and selection pipeline for multiple single-model and ensemble methods.
    • The performance was improved by 14% after the model selection and fine-tuning process.

A Multimodal Framework for Left Ventricular Mass Estimation from ECG Signals

Division of Cardiology, National Taiwan University Hospital • December 2021 - June 2023

  • Status: Ready to submit. 
  • Role: Researcher, Data engineer, DL algorithm engineer
  • ContributionsBuilding database, Paper survey, Methodology proposal, Experiment conduction, and Paper writing.
    • Built an SQL database from XML files that include essential information, demographic data, and ECG signal recordings.
    • The proposed sex-specific method improved the performance by 25% in terms of mean absolute error (MAE).

Arrhythmia Prediction in Long-period ECG Recordings. 

Division of Cardiology, Taipei Veterans General Hospital • October 2021 - Present

  • Status: Research in progress.
  • Role: Researcher, Data engineer, DL algorithm engineer
  • Contributions: Building database (SQL), paper survey, methodology proposal and implementation, experiment conduction.
    • Built a database for long-period ECG signals that were recorded under the sampling rate of 125 Hz.
    • Designed and implemented a sampling algorithm for continuous long-period signals to fit the requirements of this research.

Professional Skills

  • Proficient in multiple programming languages and script languages, such as Python, C/C++, and SQL.
  • Proficient in data processing libraries and visualization tools, such as NumPy, SciPy, Pandas, Matplotlib,  Seaborn, and WandB
  • Proficient in machine learning and deep learning frameworks, such as Scikit-Learn, Pytorch, Pytorch-Lightning, and Tensorflow.
  • Experiences in collaborations with different institutes, as described above.
  • Good communication skills, strong motivation, ability to advance a project productively, and ability to work independently.

Irrelevant Experiences

  • I used to play the role of vocal in a band during college and sometimes played guitar.
  • A huge fan of Spider-Man.
Resume
Profile

Chun-Ti (Peter) Chou

AI (DL/ML) Researcher & Engineer / Signal Processing



https://www.linkedin.com/in/chun-ti-chou-49533074/

  [email protected]    (+886) 925-140-314  Taipei/Hsinchu, Taiwan

Working Experience and Education

Senior AI Research/Engineer

NeuroBonic Inc. • March 2022 - Present

  • As a core startup member, I am responsible for developing a DL framework for our emotion recognition solution. 
  • The team joined AppWorks AW#25 (July 2022 - Dec. 2022), a startup acceleration program.
  • SkillsDigital Signal Processing (SciPy, Librosa), Deep Learning (PyTorch), Project Management

Master's Degree, Computer Science and Engineering Education

National Yang-Ming Chiao Tung University (NYCU) • July 2021 - September 2023

  • Advisor: Dr. Vincent S. Tseng 曾新穆 (Chair professor, CSIE, NYCU.)
  • ThesisSelf-supervised pulse-aware and interpretable disentangled ECG representation learning.
    • Proposed a self-supervised learning framework with two-fold training efficiency compared to the existing methods.
    • The proposed framework offers a clinically interpretable representation, a crucial aspect in clinical applications.
    • I proactively organized a regular research study group with other lab members to progress our research.
  • Participating in research projects: a comprehensive description is in "Project Experiences".
  • SkillsDatabase buildup (SQL), Data Engineering (NumPy, SciPy, Pandas), Machine Learning (Scikit learn), Deep Learning (PyTorch, PyTorch lightning), C/C++ 

Biosignal Algorithm Engineer 

Rooti Labs Ltd.  •  August 2016 - July 2020

  • Supervisor: Michael Li 黎克邁 (CEO, Rooti Labs Ltd.)
  • The primary developer of the processing and interpretation algorithm for long-term ECG recordings. 
    • The developed algorithm significantly enhanced the arrhythmia detection accuracy by 60%
    • This advancement reduced interpretation time, cutting it from hours to just under 20 minutes.
  • Leadership and project management: Experiences in leading the project of the application process for medical device certifications, including CE and TFDA. 
  • English speaking: Participating in two overseas visits and medical congresses, offering technical support and explanation.
  • SkillsDigital signal processing, Python, Machine learning, Deep learning (Tensorflow).

Bachelor's Degree, Biomedical Engineering Education

National Yang-Ming University (NYMU)  •  July 2011 - July 2015

  • Advisor: Dr. Chun-Min Lo 羅俊民 (Associate professor, BME, NYMU.)
  • Graduation Research ProjectAnalysis of Impedance Fluctuation Obtained by ECIS using  Wavelet Transformation.


Project Experiences

Arrhythmia Sustainability Prediction with Feature Engineering and ML Algorithm

Division of Cardiology, National Yang-Ming Chiao Tung University Hospital • June 2022 - July 2023

  • Status: Paper in progress.
  • Role: Data engineer, ML algorithm engineer
  • Contributions: Improved the efficiency of the feature extraction process, Generating reports, and Conducting field validation.
    • Implemented a feature extraction process for variable-length time series data, which includes signal pre-processing, morphology recognition, and temporal-spectral analysis.
    • Conducted an automatic model comparison and selection pipeline for multiple single-model and ensemble methods.
    • The performance was improved by 14% after the model selection and fine-tuning process.

A Multimodal Framework for Left Ventricular Mass Estimation from ECG Signals

Division of Cardiology, National Taiwan University Hospital • December 2021 - June 2023

  • Status: Ready to submit. 
  • Role: Researcher, Data engineer, DL algorithm engineer
  • ContributionsBuilding database, Paper survey, Methodology proposal, Experiment conduction, and Paper writing.
    • Built an SQL database from XML files that include essential information, demographic data, and ECG signal recordings.
    • The proposed sex-specific method improved the performance by 25% in terms of mean absolute error (MAE).

Arrhythmia Prediction in Long-period ECG Recordings. 

Division of Cardiology, Taipei Veterans General Hospital • October 2021 - Present

  • Status: Research in progress.
  • Role: Researcher, Data engineer, DL algorithm engineer
  • Contributions: Building database (SQL), paper survey, methodology proposal and implementation, experiment conduction.
    • Built a database for long-period ECG signals that were recorded under the sampling rate of 125 Hz.
    • Designed and implemented a sampling algorithm for continuous long-period signals to fit the requirements of this research.

Professional Skills

  • Proficient in multiple programming languages and script languages, such as Python, C/C++, and SQL.
  • Proficient in data processing libraries and visualization tools, such as NumPy, SciPy, Pandas, Matplotlib,  Seaborn, and WandB
  • Proficient in machine learning and deep learning frameworks, such as Scikit-Learn, Pytorch, Pytorch-Lightning, and Tensorflow.
  • Experiences in collaborations with different institutes, as described above.
  • Good communication skills, strong motivation, ability to advance a project productively, and ability to work independently.

Irrelevant Experiences

  • I used to play the role of vocal in a band during college and sometimes played guitar.
  • A huge fan of Spider-Man.