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4-6 years
6-10 years
10-15 years
More than 15 years
Product Manager @portto 門戶科技 | Blocto2023 ~ Present
・
Product Manager
Within one month
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
National Taiwan Normal University
・
Education in Health Promotion and Health Education (Public Health)
Hardware Chief Engineer @Cal-Comp Electronics and communications Co.,Ltd.2021 ~ Present
・
Hardware Develop Engineer
Within one month
team Host the RFQ and the development direction in earlier stage of new project BOM create and maintain Factory failure analysis support 2. OEM Broadband product development BOM create and maintain Troubleshooting and debug with customer Factory failure analysis support Hardware Section Manager • Silicon Power NovNovFLASH and DRAM product development BOM create and maintain SPD code check and maintain Product trial run Reliability and compatibility validation Hardware Engineer • ALBATRON JanNovMother Board and VGA Card development Schematic design BOM maintain Reliability and compatibility validation EducationChung Hua University (CHU) Electrical Engineering Skills OrCAD Allegro Hardware Troubleshooting Hardware Development Microsoft Office Language
Employed
・
Open to opportunities
Full-time / Interested in working remotely
More than 15 years
Chung Hua University (CHU) 中華大學
・
Electrical Engineering
Past
Product Director @Twin Beans2018 ~ 2023
・
Product manager, Senior Product Manager, Product Director
Within one month
clients in assessing app development. Software engineer • ATOM Health Corporation AugustAugust 2017 iOS app, firmware, and medical hardware development. ・Independently developed the JDMCare APP product for measuring blood pressure, blood oxygen, heart rate, and pulse, and successfully launched the product in China. ・Responsible for the firmware and hardware development of ECG medical products, elevating product safety specifications to medical-grade standards. Co-founder, Product Manager • NeeMe Technologies Inc. FebruaryAugust 2015 Team Leadership, Product Plan&Design, iOS App Development ・Built a team from scratch, participated in the Alphacamp entrepreneurship training camp, and later selected to join
Unemployed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
National Cheng Kung University
・
Medical device
HW-RD @AetherTek2020 ~ Present
・
硬體研發工程師
More than one year
HWRD • AprPresent Mainly designed for consumer electronics test Customized test requirements hardware circuit design PCBA functional verification, debugging and problem solving Test script writing (in-company test software or python) Assist the client with on-site demo verification CHROMA HWRD • SepApr 2019 Mainly design automotive electronic test Customized test requirements hardware circuit design PCBA functional verification, debugging and problem solving Remote support test issue VR HWRD • JanJul 2017 Mainly design VR game electronic equipment VR game hardware development Arduino firmware writing Unity scripting Game flow experience Project & Development Experience 「 Dare to try, dare to challenge, dare to go forward.
Employed
Full-time / Interested in working remotely
4-6 years
高雄應用科技大學
・
硬體/韌體/軟體
Hardware Engineer @Inspur Taiwan2019 ~ Present
・
Hardware Engineer
More than one year
design. Build design module for a half-width motherboard. Build design module of PCI-E re-timer schematics and re-timer debug and troubleshooting . Developed 25/10GbE high speed Ethernet schematics and layout guide. Have experience of the overarching ODM project. 九月五月 2019 EducationNational Central University Master of PhysicsNational Dong Hwa University Bachelor of Physics Skills Language Cadence OrCAD Cadence Allegro Cadence Concept HDL Word、PowerPoint、Excel、Outlook Hardware Troubleshooting Hardware Development Verilog RTL coding based on Intel Altera CPLD Python coding for BOM check English — Advanced Mandarin — N ative speaker
Interested in working remotely
4-6 years
National Central University
・
Master of PhysicsRealtek @瑞昱半導體股份有限公司 Realtek Semiconductor Corp.2021 ~ Present
・
科技業不拘
More than one year
Employed
Full-time / Not interested in working remotely
6-10 years
國立台北科技大學
・
電腦與通訊研究所
Product Markeitng Manager @EATON2023 ~ Present
・
PM/產品經理/專案管理
Within one month
張佑在 Owen Chang Taipei City, Taiwan Chinese - Native Taiwanese- Native English - Professional [email protected] 📞https://www.linkedin.com/in/owen-chang-79813b118/ National Cheng Kung University Master of Business Administration - MBA SepJun 2024 Southern Taiwan University of Science and Technology Department of Electronic Engineering SepJun 2018 Skill Set Product Competitor analysis Go To Market strategy Roadmap planning Feature development research Software Microsoft Office Public opinion analysis User Experience User's guidelines User scenario testing Software & Hardware usability Professional Experience Product Marketing Manager • MSI - Micro-Star International Co
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
National Cheng Kung University
・
IMBADirector of Integrated Marketing Center @財團法人人工智慧科技基金會2023 ~ Present
・
PM/產品經理/專案管理
Within one month
Employed
・
Open to opportunities
Full-time / Interested in working remotely
10-15 years
Shih Chien University
・
企業管理系
Product Manager / Software Engineer @Theia2019 ~ Present
・
Frontend Engineer, Full Stack Engineer
Within six months
APP Engineer, Feb 2019 ~ AugustReact Native APP development 2. Front End Team technical support 3. GA data collection and data normalization 4. Build API tools on AWS for development 元創科技, Senior APP Engineer, Jun 2018 ~ FebAssist in building an APP team and lead APP development members 2. Front End Team project support TCWA, Full-Stack Engineer, Jun 2014 ~ JunChingjia building, website community information, public appointment, iOS, Android development 2.TC1502, intelligent building E-Home, software development, hardware integration, Video stream SDK 3.Server builds, management, API serial, APP push system builds
Not open to opportunities
Full-time / Remote Only
6-10 years
National Sun Yat-sen University 國立中山大學
・
Electronic Commerce & Business Analytics
Non Volatile Memory Device R&D @Phison
演算法工程師
Within one year
sequence. - LLR value research for LDPC ECC decoder - Reverse engineering for Non-Volatile memory design - Auto testing temperature chamber system design and building - Excel VBA script speeding up chart create - LFSR (Linear Feedback Shift Register) randomizer design (patent) - Billion Order Data analysis/mining/sorting for NAND algorithms development - Hardware fixture design for nand flash testing ASUSTeK Computer Inc，2014/09 ~ 2015/05 (6 month) -Hardware electronic part of Asus tablet. -MIPI D-PHY for display, Camera module. -USB3.1 and type C connector. Wistron Corporation, 2011/10 ~ 2014/09
Full-time / Interested in working remotely
6-10 years
National Central University
・
Physics/ NAND/ Algorithm/ PythonThe Most Lightweight and Effective Recruiting Plan
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Definition of Reputation Credits
Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
Communication
Ability to convey information effectively and is willing to give and receive feedback.
Time Management
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
Professional Background
Current status
Unemployed
Job Search Progress
Professions
Data Scientist
Fields of Employment
Work experience
1-2 years
Management
Skills
Languages
English
・
Fluent
Job search preferences
Positions
Data Scientist, Data Analyst, Machine Learning Engineer
Job types
Full-time
Locations
台灣台北市
Remote
Interested in working remotely
Freelance
No
Educations
School
Major
郭哲宇 / Zhe-Yu Guo
Various machine learning and deep learning algorithms are used to solve the problems of many cooperative manufacturers. The research fields include time series analysis and prediction, image recognition, natural language processing, and data reduction. The topic of the master thesis is to predict the future generation of solar power plants through machine learning methods. It can help solar power plant managers make decisions and submit papers to the International Conference on Information Management (ICIM 2020), which has been accepted.
Military Service Status: Discharged
Machine Learning Engineer, Data Scientist, Data Analyst
Taipei, Taiwan
0988622949
Skills
Deep learning
- ANN, CNN, RNN, LSTM, GRU, GAN, AutoEncoder, etc.
- Image process: YOLO, SSD, VGG, ResNet, etc.
- Natural Language Processing: Word2vec
Database
- MySQL
- InfluxDB
Website development
- Node.js
- JSP
- HTML, CSS, Bootstrap
- JavaScript
Programming
- Python：Keras, Scikit-learn, Gensim, NLTK, Numpy, Pandas, Matplotlib, Plotly, etc.
- Java
Machine learning
- Clustering: K-Means
- Classification / Regression: SVM, KNN, Random Forest, etc.
- Dimensionality reduction: PCA, MDS, etc.
Cloud platforms
- Google Cloud Platform：Cloud Speech-to-Text, Firebase
Mobile Application
- Android
Game development
- Game engine：Unity
- Image recognition: Vuforia
- C#
Hardware development
- Arduino
Education
National Yunlin University of Science and Technology, Master's degree, Information Management, Sep 2018 ~ Jun 2020
- Equipment manager of Intelligent Database Systems Lab (IDSL), responsible for the management of laboratory equipment and network.
- In the case of industry-university cooperation, through various machine learning methods to help partner companies solve problems.
- Exchange with Chiba University, Japan, and participate in professional courses related to welfare robots.
National Kaohsiung University of Science and Technology, Bachelor's degree, Information Management, Sep 2014 ~ Jun 2018
Work Experience
Hamastar Technology Co., Ltd. 哈瑪星科技股份有限公司, Engineer, intern, Jul 2017 ~ Jul 2018
- Create AR / VR games through Unity, and use Arduino to develop the equipment needed for games.
Machine Learning Projects
Solar Photovoltaic power forecasting
- Predicting the long-term and short-term generation of solar power plants can assist power plant managers in making decisions.
- Time series problem. Therefore, deep learning methods such as CNN, RNN, LSTM are used to extract weather features and predict future power generation.
- The clustering algorithm K-Means is used to segment the data of different weather to improve the short-term solar photovoltaic power forecasting performance.
- Related technologies: Keras, CNN, RNN, LSTM, Scikit-learn, K-Means
Pig location detection
- When the sow is in heat, notify the pig farm for artificial insemination. When the boar passes by, you can confirm whether it is in estrus by the movement of the sow.
- Read pre-trained models and use public pig image data sets on the Internet for transfer learning to predict sow location.
- Related technologies: Tensorflow, Object Detection, YOLO, SSD, OpenCV
Disease classification
- The patient's medical record is used to determine the type of disease the patient has.
- After cutting the text description, use NLTK to perform pre-processing such as lemmatization and removing stop words. Then train the Word2vec model to convert the words into word vectors, and predict the disease category through LSTM, HAN and other time series deep learning methods.
- Related technologies: Gensim, Word2vec, NLTK, Keras, LSTM, HAN
Signal compression and equipment anomaly detection
- Compress the vibration signal of the device to reduce the required storage space, and confirm whether the device is abnormal by the vibration signal.
- The Fourier transform is used to extract the signal period, and the AutoEncoder model is trained to extract features in the vibration signal.
- Related technologies: Keras, AutoEncoder, CNN, Fast Fourier Transform
Face detection
- After detecting all the faces in the photo through Dlib, use OpenCV to mark the positions of all the faces.
- Related technologies: OpenCV, Dlib
Mixed-type data
- Mixed datasets contain numeric and text attributes, but because text cannot perform mathematical operations, it is necessary to convert text to vectors.
- Train the Word2vec model to convert the text in the field into word vectors, and then reduce the dimensions of the data through PCA and MDS to visualize the data.
- Related technologies: Gensim, Word2vec, Scikit-learn, PCA, MDS
Unstructured data file classification
- Process text data through One-Hot Encoding and TF-IDF, and use SVM to predict document types.
- Related technologies: Scikit-learn, TF-IDF, SVM
Website Development Projects
Website development - Solar Photovoltaic power forecasting System
- The results of the solar power plant's predicted power generation are presented on the webpage for the solar power plant administrator to make a decision.
- Read the predicted power generation results of a specific solar power plant and a specific time from InfluxDB, and plot the results on a web page.
- Related technologies: Node.js, JavaScript, Bootstrap, InfluxDB
Website development - Fitness system
- After the user pulls the elastic band, the tensile force is presented on the web page and the user is given appropriate suggestions.
- After obtaining the bending value on the elastic band through Arduino, build the Node.js website to present the value and give proper feedback.
- Related technologies: Arduino, Node.js
Website development - Yuntech CHC
- Frontend: Users can view the department introduction, enrollment information and the latest news.
- Backend: The background manager can add, delete and modify posts and upload active pictures.
- Related technologies: JSP, Struts2, Hibernate, MySQL
Website development - Sensor learning
- Frontend: Users can view the latest news and download files.
- Backend: The manager can add, delete and modify the posted posts and upload files.
- Related technologies: JSP, Struts2, Hibernate, MySQL
Involve Projects
Detect syringe injection
- The user assists the injection movement through the syringe model in the VR game, so it is necessary to detect the injection progress and link it to the game.
- Detect the distance through the ultrasonic sensor and return it to the computer via WiFi, then read the sensor value in the game and synchronize the injection action.
- Related technologies: Arduino, Unity
.
郭哲宇 / Zhe-Yu Guo
Various machine learning and deep learning algorithms are used to solve the problems of many cooperative manufacturers. The research fields include time series analysis and prediction, image recognition, natural language processing, and data reduction. The topic of the master thesis is to predict the future generation of solar power plants through machine learning methods. It can help solar power plant managers make decisions and submit papers to the International Conference on Information Management (ICIM 2020), which has been accepted.
Military Service Status: Discharged
Machine Learning Engineer, Data Scientist, Data Analyst
Taipei, Taiwan
0988622949
Skills
Deep learning
- ANN, CNN, RNN, LSTM, GRU, GAN, AutoEncoder, etc.
- Image process: YOLO, SSD, VGG, ResNet, etc.
- Natural Language Processing: Word2vec
Database
- MySQL
- InfluxDB
Website development
- Node.js
- JSP
- HTML, CSS, Bootstrap
- JavaScript
Programming
- Python：Keras, Scikit-learn, Gensim, NLTK, Numpy, Pandas, Matplotlib, Plotly, etc.
- Java
Machine learning
- Clustering: K-Means
- Classification / Regression: SVM, KNN, Random Forest, etc.
- Dimensionality reduction: PCA, MDS, etc.
Cloud platforms
- Google Cloud Platform：Cloud Speech-to-Text, Firebase
Mobile Application
- Android
Game development
- Game engine：Unity
- Image recognition: Vuforia
- C#
Hardware development
- Arduino
Education
National Yunlin University of Science and Technology, Master's degree, Information Management, Sep 2018 ~ Jun 2020
- Equipment manager of Intelligent Database Systems Lab (IDSL), responsible for the management of laboratory equipment and network.
- In the case of industry-university cooperation, through various machine learning methods to help partner companies solve problems.
- Exchange with Chiba University, Japan, and participate in professional courses related to welfare robots.
National Kaohsiung University of Science and Technology, Bachelor's degree, Information Management, Sep 2014 ~ Jun 2018
Work Experience
Hamastar Technology Co., Ltd. 哈瑪星科技股份有限公司, Engineer, intern, Jul 2017 ~ Jul 2018
- Create AR / VR games through Unity, and use Arduino to develop the equipment needed for games.
Machine Learning Projects
Solar Photovoltaic power forecasting
- Predicting the long-term and short-term generation of solar power plants can assist power plant managers in making decisions.
- Time series problem. Therefore, deep learning methods such as CNN, RNN, LSTM are used to extract weather features and predict future power generation.
- The clustering algorithm K-Means is used to segment the data of different weather to improve the short-term solar photovoltaic power forecasting performance.
- Related technologies: Keras, CNN, RNN, LSTM, Scikit-learn, K-Means
Pig location detection
- When the sow is in heat, notify the pig farm for artificial insemination. When the boar passes by, you can confirm whether it is in estrus by the movement of the sow.
- Read pre-trained models and use public pig image data sets on the Internet for transfer learning to predict sow location.
- Related technologies: Tensorflow, Object Detection, YOLO, SSD, OpenCV
Disease classification
- The patient's medical record is used to determine the type of disease the patient has.
- After cutting the text description, use NLTK to perform pre-processing such as lemmatization and removing stop words. Then train the Word2vec model to convert the words into word vectors, and predict the disease category through LSTM, HAN and other time series deep learning methods.
- Related technologies: Gensim, Word2vec, NLTK, Keras, LSTM, HAN
Signal compression and equipment anomaly detection
- Compress the vibration signal of the device to reduce the required storage space, and confirm whether the device is abnormal by the vibration signal.
- The Fourier transform is used to extract the signal period, and the AutoEncoder model is trained to extract features in the vibration signal.
- Related technologies: Keras, AutoEncoder, CNN, Fast Fourier Transform
Face detection
- After detecting all the faces in the photo through Dlib, use OpenCV to mark the positions of all the faces.
- Related technologies: OpenCV, Dlib
Mixed-type data
- Mixed datasets contain numeric and text attributes, but because text cannot perform mathematical operations, it is necessary to convert text to vectors.
- Train the Word2vec model to convert the text in the field into word vectors, and then reduce the dimensions of the data through PCA and MDS to visualize the data.
- Related technologies: Gensim, Word2vec, Scikit-learn, PCA, MDS
Unstructured data file classification
- Process text data through One-Hot Encoding and TF-IDF, and use SVM to predict document types.
- Related technologies: Scikit-learn, TF-IDF, SVM
Website Development Projects
Website development - Solar Photovoltaic power forecasting System
- The results of the solar power plant's predicted power generation are presented on the webpage for the solar power plant administrator to make a decision.
- Read the predicted power generation results of a specific solar power plant and a specific time from InfluxDB, and plot the results on a web page.
- Related technologies: Node.js, JavaScript, Bootstrap, InfluxDB
Website development - Fitness system
- After the user pulls the elastic band, the tensile force is presented on the web page and the user is given appropriate suggestions.
- After obtaining the bending value on the elastic band through Arduino, build the Node.js website to present the value and give proper feedback.
- Related technologies: Arduino, Node.js
Website development - Yuntech CHC
- Frontend: Users can view the department introduction, enrollment information and the latest news.
- Backend: The background manager can add, delete and modify posts and upload active pictures.
- Related technologies: JSP, Struts2, Hibernate, MySQL
Website development - Sensor learning
- Frontend: Users can view the latest news and download files.
- Backend: The manager can add, delete and modify the posted posts and upload files.
- Related technologies: JSP, Struts2, Hibernate, MySQL
Involve Projects
Detect syringe injection
- The user assists the injection movement through the syringe model in the VR game, so it is necessary to detect the injection progress and link it to the game.
- Detect the distance through the ultrasonic sensor and return it to the computer via WiFi, then read the sensor value in the game and synchronize the injection action.
- Related technologies: Arduino, Unity
.