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4-6 years
6-10 years
10-15 years
More than 15 years
智慧製造全端開發工程師 @聯華電子股份有限公司2022 ~ Present
・
AI工程師、機器學習工程師、深度學習工程師、影像演算法工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Within one month
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
元智大學
・
工業工程與管理學系所
Past
Service Provider @Taron Solutions Limited2023 ~ 2023
・
AI工程師、機器學習工程師、電腦視覺工程師、資料科學家、Machine Learning Engineer、Computer Vision Engineer、Data Scientist
Within one month
醫院 二月七月 2020 • 開發x光片器官辨識系統，透過分類模型判斷所拍攝的器官是否符合醫生要求，系統正確率高達96%。 技術：TensorFlow、Google Inception v3 運算思維與程式設計 課程助教 • 東海大學 Tunghai University 九月七月 2020 • 協助修課同學培養程式設計邏輯，並實作C/C++
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立臺北科技大學
・
資訊工程Firmware Engineer @Lanner Electronics Inc.2021 ~ Present
・
Firmware Engineer, Firmware Developer, Embedded Software Engineer
Within one month
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
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
宋浩茹 Hao-Ru Sung| [email protected] | LinkedIn ｜ GitHub A s a Research Assistant at Academia Sinica , specializing in Generative AI research and application. With 3 + years of experience in NLP a nd Machine Learning , along with 4+ years in Backend Development . Proficient at translating complex theories into practical applications. Skills Languages: Python, R, SQL, MATLAB, C, C#, JavaScript, Node.js Software & Tools: PyTorch, PyTorch Lightning, Tensorflow, Scikit-Learn, NLTK , GCP, Linux, SQL / NoSQ , Pandas, Hugging Face, Gradio, LangChain, Tensorflow, Keras, FastAPI, OpenCV, Airflow
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立政治大學（National Chengchi University）
・
資訊科學系
Senior engineer @Chicony Electronics Co, Ltd.2018 ~ Present
・
全端工程師、後端工程師、前端工程師、軟體專案主管、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
Nelson Chen Senior engineer Dedicated Software Engineer with 6+ Years of Experience Senior software engineer specializing in web page development and deep learning. Proficient with machine learning technologies, such as TensorFlow, Numpy, etc. Experience Senior engineer • Chicony Electronics Co, Ltd. ．Build an Auto-Encoder AI model for defective detection. ．Build an object detection model for detecting car types. ．Developed a Front-End and Back-End website for data analysis. ．Manage the production process and make it automated production. NovPresent Software engineer • Teco image systems co. ltd ．Developed and maintained MFP driver
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
National Taiwan Ocean University
・
Computer science and engineering
技術部主管 @黑瘋科技股份有限公司2019 ~ Present
・
AIOT開發工程師
Within one month
測試使用體感芯片每1個月充電一次即可。 https://reurl.cc/090dEA https://reurl.cc/v0OprL 使用技術: bluetooth andorid/ios SDK、Unity、aws cloud、php laravel、python 、keras、tensorflow、SQLite、mySQL ILOLLY幼稚園管理系統 概要: 使用beacon技術綁定幼稚園孩童，並使用樹莓派蒐集資訊， 可以在非接觸環境下紀錄孩童出勤
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
Tunghai University
・
資訊
技術部門經理 @沛鑫包裝科技2018 ~ Present
・
R & D technologist/program manager
Within one month
與AGV車結合，包括高速和穩定性的動作控制及複雜演算法處理。 電腦視覺與AI應用： 具豐富經驗於OpenCV、Emgu CV、Halcon等工具，專長於利用深度學習、機器學習算法改善視覺檢測的準確率和速度。熟練應用TensorFlow、Keras等深度學習框架，進行影像分類、物件檢...
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立中興大學
・
機械Product Manager @東元電機股份有限公司 (TECO Electric & Machinery Co. Ltd.)2023 ~ 2023
・
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立成功大學 National Cheng Kung University
・
Mechanical Engineering
Past
Mobile App Developer @Apple Inc.2014 ~ Present
・
Lead Infrastructure Engineer
Within two months
mobile applications. Created user interfaces for mobile apps based on design specifications. Optimized mobile applications for performance and scalability. Developed databases that supported Web applications and Web sites. Developed system interaction and sequence diagrams. Big Data Engineer • Freelancer JuneJuly 2023 Built machine learning models using TensorFlow and Scikit-Learn libraries for predictive analysis of customer behavior. Designed and implemented a scalable data warehouse architecture using Apache Cassandra, PostgresDB, and Redis. Optimized database performance by tuning queries in SQL Server, Oracle and PostgreSQL databases. Implemented efficient data processing algorithms on large datasets with
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
OPC Chief Engineer @TSMC2020 ~ 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 one month
Chun-Jung Huang [email protected] Chiao-Tung University, Ph.D. - Photonics,2015 ~ 2020 Member of The Phi Tau Phi Scholastic Honor Society of the Republic of China. Work Experience TSMC, OPC Chief Engineer (MarPresent) ◆Introduced image anomaly detection techniques to identify and address defects in photomask manufacturing, significantly improving product quality and reducing turnaround time. ◆Managed large-scale data processing tasks, demonstrating expertise in analyzing and handling datasets of hundreds of millions, to bolster model development and optimization. ◆Excelled in distributed computing, optimizing code execution across thousands of systems to
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Chiao-Tung University
・
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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
Employed
Job Search Progress
Professions
Data Engineer
Fields of Employment
Software
Work experience
4-6 years work experience (2-4 years relevant)
Management
Skills
Languages
English
・
Intermediate
Job search preferences
Positions
機器學習 深度學習 人工智慧 演算法工程師
Job types
Full-time
Locations
Remote
Interested in working remotely
Freelance
Educations
School
國立成功大學
Major
機械工程研究所
Wu, Chung-Yi
I major in Mechanical Engineering, but I have a strong passion for programming. I possess skills in Machine Learning, Deep Learning, and Artificial Intelligence.
Email: [email protected]
Phone: 0970-798-667
https://github.com/Chung-Yi
Education
National Cheng Kung University
Master of Mechanical Engineering in thermos-fluid science
Sep 2014 – July 2016
- Relevant Coursework: Conduction Heat Transfer, CFD, Viscous Fluid Mechanics, Engineering Analysis, Advanced Thermodynamics, Fortran
- Papers: IEEE International Conference on Applied System Innovation, Applied Thermal Engineering
- I utilized programming and inverse methods, along with test data, to forecast the heat transfer coefficient on the plate fins within a rectangular enclosure with two openings. The study findings indicated that more accurate results could be achieved if the resulting heat transfer coefficient and fin temperature obtained at the selected measurement locations closely matched the inverse results and the experimental temperature data, respectively.
National Cheng Kung University
Bachelors of Hydraulic and Ocean Engineering
Sep 2010 – June 2014
- Relevant Coursework: Water Resources Engineering, Fluid Mechanics, Wave Mechanics, Coastal and Ocean Engineering
Work Experience
ITRI, Data Analyst, Oct 2023 - now
- Leading the analysis of battery data aging using algorithms to extract insights and identify influential factors. The objective is to predict battery aging in advance and establish early warning mechanisms. Additionally, implementing on-screen visualization of predictive results ensures a user-friendly experience, grounded in empirical evidence.
- Engage in collaborative efforts with various departments, academic institutions, and suppliers to develop robust data platforms.
Advantech, Software Engineer, Apr 2022 - Sep 2023
- Proficient in comprehensive system integration, including hardware, software, and customer-centric design services.
- Skilled in front-end development with TypeScript and React and in back-end development to establish API with Go.
- Integrating Grafana dashboard to visualize data.
- Cross-departmental discussions on machine learning with team members.
Astra, Software Engineer, Nov 2018 - Jun 2020
- Image recognition:
I implemented face classification, including feature extraction and model training.
- License Plate Recognition: Development of license plate recognition system, involving object detection, object tracking, algorithmic character string segmentation, and other techniques.
- Flood Prediction: Utilizing deep learning techniques to identify flooded areas and estimate flood depths.
- backend API: Collaborated with backend engineers on product development, designing APIs and integrating with the frontend.
Skills
Programming
Python, Go, C, MATLAB, Fortran
Machine Learning
OpenCV, TensorFlow, NumPy, Keras
Others
Git, Linux, Raspberry Pi, Bot Framework,
Dialog
Projects
Restaurant Booking System
I was responsible for member-login. Using Python, Django, and JavaScript to finish the web server system. Members not only can book, but can make some comments to this restaurants for improving.
Chat Bot-Road Condition Search System
Using Microsoft Bot Framework along with API to get the road-information in Taiwan.
I was responsible for member-login. Using Python, Django, and JavaScript to finish the web server system. Members not only can book, but can make some comments to this restaurants for improving.
Chat Bot-Road Condition Search System
Using Microsoft Bot Framework along with API to get the road-information in Taiwan.
Machine Learning - Self Driving (Object Detection)
- Using web camera along with OpenCV to recognize the traffic lights signal.
- Using GPIO to control brightness of traffic lights.
- Using socket skill to connect server to calculate and return commands to Raspberry Pi car.
- Implementing yolov3 to detect objects.
- Demo: https://www.youtube.com/watch?v=6ZgfNQQ_ruQ
Punch Time Clock System
- Calculating working hours and wage automatically replaces traditional punch clock
- Using ML skills include CNN(training model), OpenCV(processing images), Go language
Face Classification (Head Pose Estimation)
- Detecting profile face and side face. Calculating face roll, yow and pitch angle to know which one is profile face. We need to filter the side face in the punch clock system.
- Using Python, Keras, OpenCV, TensorFlow
Age and Gender Detection
- Detecting age and gender of an image. The scenario such as in the convenience store, they can know the age and gender distribution of their customers.
- Using Python, Keras, OpenCV, TensorFlow
License Plate Recognition
- Detecting and classify multiple vehicle types (truck, bus, bicycle, car) automatically from rtsp.
- Detecting license plate from car image with wpod-net method
- Using Optical Character Recognition(OCR) to recognize the extracted characters of an license plate or CRNN to recognize the characters.
- Using yolov5, OpenCV, TensorFlow
Vehicle Counting
- Detect and classify multiple vehicle types (truck, bus, bicycle, car) automatically.
- Track multiple detected objects and count them in real-time as they pass a specific area
- Using yolov5, OpenCV, TensorFlow
Crawler
- Due to the majority of face images being foreign faces, using these images for face classification may result in errors. I implemented a solution to collect Asian faces from Facebook Groups and Fan Pages. Additionally, in scenarios such as exhibitions, we utilize a web camera and a face model to extract face information including age and gender from images captured at the exhibition.
- Using Go, Facebook API, AWS service, Docker
Study Group
I am also a member of the study group. There are four members, we always study knowledge about machine learning and deep learning. We study paper and join online competition. We also write some technical article to share with others in Medium (https://medium.com/chung-yi/ml%E5%85%A5%E9%96%80-%E4%B8%80-14bac59730b6) or Hackmd(https://hackmd.io/?nav=overview).
In 2021/10/27~2022/01/06, We have joined a competition of T-Brain, our ranking in the competition is 183 out of 859.
In 2022/04~2022/10, We have joined a competition of AIGO, our ranking in the competition is 2nd.
In 2023/04~2023/10, We have joined a competition of AI 應用鬥智賽, our ranking in the competition is 4th.
Certifications
- Udemy:
- Go: The Complete Developer's Guide (Golang) https://www.udemy.com/certificate/UC-PE7AQY3C/
- Deep Learning and Computer Vision A-Z™ https://www.udemy.com/certificate/UC-HL1CVVQ8/
- Coursera:
- Machine Learning(Stanford) https://coursera.org/share/947e0508f708324258954fb12900bf9c
Personal
Language
Chinese(native), English(fluent)
Interests
Programming, Basketball, Sing, Listen to music, Travel, Share experiences with others
Summary
With all the qualities and the training, I think I have been equipped with all the skills necessary to tackle any difficulties as a Data Science Engineer. I firmly believe that the experiences will help me to work as a competent engineer in the future. I am ready to welcome the new stage in my life. Your company has a healthy corporate culture, and there is no doubt that it can bring out the best in me. Hence, I wish I could be accepted by you, and I will do my best to meet your expectation.
Wu, Chung-Yi
I major in Mechanical Engineering, but I have a strong passion for programming. I possess skills in Machine Learning, Deep Learning, and Artificial Intelligence.
Email: [email protected]
Phone: 0970-798-667
https://github.com/Chung-Yi
Education
National Cheng Kung University
Master of Mechanical Engineering in thermos-fluid science
Sep 2014 – July 2016
- Relevant Coursework: Conduction Heat Transfer, CFD, Viscous Fluid Mechanics, Engineering Analysis, Advanced Thermodynamics, Fortran
- Papers: IEEE International Conference on Applied System Innovation, Applied Thermal Engineering
- I utilized programming and inverse methods, along with test data, to forecast the heat transfer coefficient on the plate fins within a rectangular enclosure with two openings. The study findings indicated that more accurate results could be achieved if the resulting heat transfer coefficient and fin temperature obtained at the selected measurement locations closely matched the inverse results and the experimental temperature data, respectively.
National Cheng Kung University
Bachelors of Hydraulic and Ocean Engineering
Sep 2010 – June 2014
- Relevant Coursework: Water Resources Engineering, Fluid Mechanics, Wave Mechanics, Coastal and Ocean Engineering
Work Experience
ITRI, Data Analyst, Oct 2023 - now
- Leading the analysis of battery data aging using algorithms to extract insights and identify influential factors. The objective is to predict battery aging in advance and establish early warning mechanisms. Additionally, implementing on-screen visualization of predictive results ensures a user-friendly experience, grounded in empirical evidence.
- Engage in collaborative efforts with various departments, academic institutions, and suppliers to develop robust data platforms.
Advantech, Software Engineer, Apr 2022 - Sep 2023
- Proficient in comprehensive system integration, including hardware, software, and customer-centric design services.
- Skilled in front-end development with TypeScript and React and in back-end development to establish API with Go.
- Integrating Grafana dashboard to visualize data.
- Cross-departmental discussions on machine learning with team members.
Astra, Software Engineer, Nov 2018 - Jun 2020
- Image recognition:
I implemented face classification, including feature extraction and model training.
- License Plate Recognition: Development of license plate recognition system, involving object detection, object tracking, algorithmic character string segmentation, and other techniques.
- Flood Prediction: Utilizing deep learning techniques to identify flooded areas and estimate flood depths.
- backend API: Collaborated with backend engineers on product development, designing APIs and integrating with the frontend.
Skills
Programming
Python, Go, C, MATLAB, Fortran
Machine Learning
OpenCV, TensorFlow, NumPy, Keras
Others
Git, Linux, Raspberry Pi, Bot Framework,
Dialog
Projects
Restaurant Booking System
I was responsible for member-login. Using Python, Django, and JavaScript to finish the web server system. Members not only can book, but can make some comments to this restaurants for improving.
Chat Bot-Road Condition Search System
Using Microsoft Bot Framework along with API to get the road-information in Taiwan.
I was responsible for member-login. Using Python, Django, and JavaScript to finish the web server system. Members not only can book, but can make some comments to this restaurants for improving.
Chat Bot-Road Condition Search System
Using Microsoft Bot Framework along with API to get the road-information in Taiwan.
Machine Learning - Self Driving (Object Detection)
- Using web camera along with OpenCV to recognize the traffic lights signal.
- Using GPIO to control brightness of traffic lights.
- Using socket skill to connect server to calculate and return commands to Raspberry Pi car.
- Implementing yolov3 to detect objects.
- Demo: https://www.youtube.com/watch?v=6ZgfNQQ_ruQ
Punch Time Clock System
- Calculating working hours and wage automatically replaces traditional punch clock
- Using ML skills include CNN(training model), OpenCV(processing images), Go language
Face Classification (Head Pose Estimation)
- Detecting profile face and side face. Calculating face roll, yow and pitch angle to know which one is profile face. We need to filter the side face in the punch clock system.
- Using Python, Keras, OpenCV, TensorFlow
Age and Gender Detection
- Detecting age and gender of an image. The scenario such as in the convenience store, they can know the age and gender distribution of their customers.
- Using Python, Keras, OpenCV, TensorFlow
License Plate Recognition
- Detecting and classify multiple vehicle types (truck, bus, bicycle, car) automatically from rtsp.
- Detecting license plate from car image with wpod-net method
- Using Optical Character Recognition(OCR) to recognize the extracted characters of an license plate or CRNN to recognize the characters.
- Using yolov5, OpenCV, TensorFlow
Vehicle Counting
- Detect and classify multiple vehicle types (truck, bus, bicycle, car) automatically.
- Track multiple detected objects and count them in real-time as they pass a specific area
- Using yolov5, OpenCV, TensorFlow
Crawler
- Due to the majority of face images being foreign faces, using these images for face classification may result in errors. I implemented a solution to collect Asian faces from Facebook Groups and Fan Pages. Additionally, in scenarios such as exhibitions, we utilize a web camera and a face model to extract face information including age and gender from images captured at the exhibition.
- Using Go, Facebook API, AWS service, Docker
Study Group
I am also a member of the study group. There are four members, we always study knowledge about machine learning and deep learning. We study paper and join online competition. We also write some technical article to share with others in Medium (https://medium.com/chung-yi/ml%E5%85%A5%E9%96%80-%E4%B8%80-14bac59730b6) or Hackmd(https://hackmd.io/?nav=overview).
In 2021/10/27~2022/01/06, We have joined a competition of T-Brain, our ranking in the competition is 183 out of 859.
In 2022/04~2022/10, We have joined a competition of AIGO, our ranking in the competition is 2nd.
In 2023/04~2023/10, We have joined a competition of AI 應用鬥智賽, our ranking in the competition is 4th.
Certifications
- Udemy:
- Go: The Complete Developer's Guide (Golang) https://www.udemy.com/certificate/UC-PE7AQY3C/
- Deep Learning and Computer Vision A-Z™ https://www.udemy.com/certificate/UC-HL1CVVQ8/
- Coursera:
- Machine Learning(Stanford) https://coursera.org/share/947e0508f708324258954fb12900bf9c
Personal
Language
Chinese(native), English(fluent)
Interests
Programming, Basketball, Sing, Listen to music, Travel, Share experiences with others
Summary
With all the qualities and the training, I think I have been equipped with all the skills necessary to tackle any difficulties as a Data Science Engineer. I firmly believe that the experiences will help me to work as a competent engineer in the future. I am ready to welcome the new stage in my life. Your company has a healthy corporate culture, and there is no doubt that it can bring out the best in me. Hence, I wish I could be accepted by you, and I will do my best to meet your expectation.