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Firmware Engineer @Lanner Electronics Inc.
2021 ~ Present
Firmware Engineer, Firmware Developer, Embedded Software Engineer
Within one month
C
ARM
Linux
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立高雄科技大學(原國立高雄第一科技大學)
電子工程
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產品專案經理/全端工程師 @FITI Foxsemicon (Foxconn Technology Group)
2018 ~ Present
Maker
Within one month
tool using Python and C#. Built an integration testing workstation for production lines using Python. Designed a PCB electrical characteristics testing platform. Developed an acoustic testing platform. Implemented a solder joint microscope inspection platform. Android App. Developed development tools and Over-The-Air (OTA) functionality using Java. Created a consumer-side Bluetooth UI app using Java. MCU Developed a mini-PLC using ESP32 to automate control for time-consuming and multi-step measurement tasks, achieving cost-effectiveness. Used STM32 for sensor component evaluation and early-stage development of usage example
Python
C#
JavaScript
Employed
Ready to interview
Full-time / Interested in working remotely
10-15 years
國立台灣海洋大學 (NTOU)
系統工程暨造船學系
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資深專案設計 @必應創造B'in live
2017 ~ 2023
Creative design、資深設計 Senior design、Visual design
Within one month
JJ20》世界巡迴演唱會 | VJ執行 學歷Education 實踐大學(Shih Chien University) 資訊模擬與設計國立台南二中 Field of study技能Skills Graphic & Motion Photoshop Illustrator After Effects Premiere 3D CINEMA 4D Octane Render VJ Disguise One Arena resolume 專案 過往參與專案及作品集連結 WE ARE 我們的除夕夜 文化總會首度製作農曆除夕特別節目 參與內容涵
Photoshop
Illustrator
After Effects
Employed
Ready to interview
Full-time / Remote Only
4-6 years
實踐大學(Shih Chien University)
資訊模擬與設計
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Quality Manager @鴻準精密工業股份有限公司
2023 ~ Present
Quality Manager /Supplier Quality
Within one month
quality assurance, quality verification, customer issue resolution, and everyday departmental management. - Enhance the quality assurance system, ensuring its smooth operation and effectiveness. Improve the department's quality assurance awareness and quality management skills. Key Achievements: - Helped establish a branch factory in Vietnam and guided the company to obtain ISO9001/14001/45001 certifications. - Successfully introduced 5 new products to the Vietnam factory, achieving customer satisfaction and obtaining mass production shipment approval. - Used Lean Production methods to streamline production processes and optimize capacity, increasing production by 50% without adding any new tools or labor.
Excel
Word
PowerPoint
Employed
Open to opportunities
Full-time / Interested in working remotely
10-15 years
成功大學
化學工程
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International Assistant Sales Manager @Jia Wei Enterprise Co., Ltd
2018 ~ Present
Business Manager
Within one month
Martin Octavianus Astardi ( 鍾成龍) International Ass. Sales Manager which involve a combination of sales, digital marketing, and e-commerce skills to drive business growth and achieve sales targets in both wholesale and retail environments. *Meta Certified Digital Marketing Associate *Google Digital Marketing and E-Commerce Professional Certificate https://www.credly.com/users/martin-octavianus-astardi/badges Date of Birth: October 29th, 1993 | Nationality: Indonesia | Residence: Taipei, Taiwan (Permanent Resident) e-mail: [email protected] Work Experience (工作經驗) Jia Wei Enterprise Co., Ltd.
E-commerce
Digital Marketing
Sales and promotion
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
National Taiwan University of Science and Technology
MBA in Industrial Management
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系統軟體開發工程師 @繽紛科技股份有限公司
2023 ~ 2024
資深工程師
Within one month
Android
JAVA
Kotlin
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立台灣海洋大學 (NTOU)
導航與資訊科技
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駐點工程師 @中嘉數位股份有限公司
2023 ~ Present
程式設計師
Within one month
PHP
CodeIgniter
JavaScript
Employed
Open to opportunities
Full-time / Interested in working remotely
10-15 years
國立高雄應用科技大學
資訊管理
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Avatar of 陳盈妤 Abby Chen.
專案經理 @海洋整合行銷有限公司
2019 ~ Present
Within one month
大型展場及POP-UP Store) 2. 客戶問題協調、廠商窗口接洽 3. 製作及進度追蹤、品質驗收 鉅富創意行銷有限公司 活動企劃 / OctApr 2019 主要負責政府標案企劃 (近10種企劃案,涵蓋基隆/雙北/金門縣市政府案件) 社群平台經營、直播策劃、平台廣告投放
Microsoft Office
Google Drive
Canva
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
淡江大學 Tamkang University
經濟學系
Avatar of 陳胤源.
Avatar of 陳胤源.
Back-end engineer @Cherri 喬睿科技
2021 ~ Present
Software Engineer / Backend Engineer
Within one month
Linux Experience in finance, payment, trading systems Agile mindset Languages Chinese (native) English (professional working proficiency, TOEIC 830) Work experience Backend engineer • Cherri 喬睿科技 • AugPresent Java/ Spring boot/ MySQL/ Rabbit MQ/ Redis/ Docker/ K8S/ AWS/ Jenkins/ Git Independently obtained a license from EMV by implementing a service that successfully passed over 2000 test cases, allowing the upgrading of 90% of credit card authentication systems in Taiwan. Designed a feature that utilizes caching to enable servers to handle sudden high traffic without extra costs. R edesigned the
Java
Spring Boot
SQL
Employed
Open to opportunities
Full-time / Not interested in working remotely
4-6 years
國立交通大學(National Chiao Tung University, NCTU)
Material science and engineering
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
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 (Associate professor, BME, NYMU.) Graduation Research Project : Analysis of Impedance Fluctuation Obtained by ECIS using Wavelet Transformation. Project Experiences Arrhythmia Susta...
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

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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.