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4-6 years
6-10 years
10-15 years
More than 15 years
Taichung City, Taiwan
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
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
National Yang Ming Chiao Tung University
・
Computer Science
Senior Data Engineer @美光科技2021 ~ Present
・
Software Engineer / Backend Engineer / DevOps Engineer
Within six months
Carter Lin Senior Data Engineer LinkedIn Mail: [email protected] Data Engineer with a proven track record of delivering high-quality results in data processing and management. With five years of industry experience, I have honed my skills in Python programming and container technologies. I have a strong background in constructing CI/CD pipelines and leveraging serverless services on the Google Cloud Platform (GCP). I am now seeking a challenging role where I can apply my expertise and contribute to the development of innovative data engineering solutions. Work Experience Sr. Data Engineer
Employed
Full-time / Remote Only
4-6 years
National Chiao Tung University
・
資訊管理學系Senior Data Scientist @PTI 力成科技2016 ~ Present
・
大數據分析,資料科學家,資料工程師,AI工程師
Within one month
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
逢甲大學
・
Applied Mathematics
FAE @Teradyne Inc.2022 ~ Present
・
Engineer
Within three months
shooting for yield, UPH and test program Provide training and documents New customer support Introduction of a new system for customers Support pre-sale and and system release to production System installation Act as a contact window between customers and the software team Assistance sales team for customer requirements and engineering questions Internal data analysis and improvement proposal Provide procedure and documents BIOS engineer • Insyde Software Co., Ltd Insyde BIOS Engineer (September 2018 ~ DecemberBIOS OEM Project Development Co-work with Hardware and Firmware vender on Modifying/Customization ME, MCU, GOP, etc… TPM function validation and trouble shooting Intel
Employed
Full-time / Interested in working remotely
4-6 years
國立台中教育大學
・
資訊工程
Head of Product Operations @Seekrtech 時刻科技2023 ~ Present
・
專案經理/營運經理
Within one month
Specialist • Kingnet Smart 十月四月 2021 | Taipei, Taiwan - Market Analysis: Identified customer needs and trends through thorough market research. - Strategy Development: Crafted targeted marketing strategies including pricing and distribution. - Marketing Execution: Launched products and managed advertising campaigns. - Performance Monitoring: Adjusted strategies based on product performance data. - Cross-Functional Collaboration: Partnered with engineering and business teams to meet customer and revenue goals. 學歷 National Chiao Tung University Department of Industrial Engineering and Management •Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh euismod tincidunt ut laoreet dolore magna aliquam erat
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
National Chiao Tung University
・
Department of Industrial Engineering and Management
Back End Devel0per @英仕國際2020 ~ Present
・
Data Analyst 數據分析師 / Data Scientist 資料科學家
Within one month
ut laoreet dolore magna aliquam erat volutpat. Software Engineer • Unicong 二月三月 2014 Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh euismod tincidunt ut laoreet dolore magna aliquam erat volutpat. Block Control Engineer • Unicom 八月一月 2013 Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh euismod tincidunt ut laoreet dolore magna aliquam erat volutpat. 學歷 National Chung Hsing University Computer Science and EngineeringNational Formosa University Information Management技能 JAVA Golang SQL jQuery Keras Python Shell Script Nginx Docker 語言 English — 中階
Employed
・
Ready to interview
Full-time / Interested in working remotely
10-15 years
National Chung Hsing University
・
Computer Science and Engineering
Sr. Account Executive @Celnet Technology2020 ~ Present
・
Business Development Manager
Within three months
Zachary 高子堯 Business Development / Salesforce CRM Consultant / SaaS / New Things "Believer and witness as an evangelist, of digital transformation's power. " 7 years in Business Development of SaaS Solutions, Digital Transformation, and Data Consulting Services. Specialized in Digital Marketing Technology, CRM Solutions, Hospitality Technology, Partnerships and Relationship Management. Startup experience in the hospitality and digital marketing technology industry with a demonstrated history of providing SaaS solutions, and data strategy services. (Build and lead a team of 6) Taipei，TW [email protected] Experience Celnet Technology, Senior Account Executive, DecNow
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
長庚大學 Chang Gung University，CGU
・
生醫電子工程 Bioelectronic Engineering
軟體工程師 @Wistron NeWeb Corporation 啟碁科技股份有限公司2023 ~ 2023
・
軟體工程師
Within two months
timeliness and coverage gap compared to existing intelligence, using custom assessment criteria for risk evaluation. Utilized GPT-4 for sentence-level keyword extraction to identify cyber threat intelligence (CTI) from the dark web. Trained the CyNER dataset using Mitre ATT&CK and custom datasets for accurate cybersecurity-related data tagging. Summer Intern Wistron NeWeb Corporation. (JulAugAnalyzed and integrated MTK and QTI RIL architectures, creating a unified interface for enhanced interoperability. Designed common interface RIL call flow, including dispatch and response functions, to fit within Qualcomm's one-client framework. Integrated “ libwnc.so ”middleware
Studying
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立中正大學(National Chung Cheng University)
・
Computer Science and Information EngineeringSenior Data Engineer @Applied Materials2020 ~ Present
・
Data Analyst / Data Scientist
Within one month
Employed
・
Open to opportunities
Full-time / Remote Only
6-10 years
Boston University, College of Engineering
・
Systems Engineering
資深開發工程師 @中國信託產險2023 ~ Present
・
全端/後端工程師
Within one month
區分工作範圍的分工模式。(MySql, WebSphere Application Server, Java, Spring MVC, Thymeleaf) 。 受到嚴謹的code review ，在職涯初期就擁有良好的程式寫作風格。 台灣美光記憶體, Engineering Data Engineer, 2017 / 10 ~ 2019 / 1 1.將所有產線相關的issue(包含機台 、軟體系統 、測試程式、人為因素)，做初步的分析，比對之前所發生過
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
Qwiklabs
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Adaptability
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Leadership
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Within one month
Experienced AI Researcher Specializing in Signal Analysis
NeuroBonic Inc.
・
2022 ~ 2023
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
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
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.
- Skills: Digital 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.)
- Thesis: Self-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".
- Skills: Database 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.
- Skills: Digital 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 Project: Analysis 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
- Contributions: Building 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.
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.
- Skills: Digital 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.)
- Thesis: Self-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".
- Skills: Database 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.
- Skills: Digital 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 Project: Analysis 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
- Contributions: Building 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.