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On
4-6 years
6-10 years
10-15 years
More than 15 years
Taiwan
Past
博士後研究員 @洛桑大學神經發育疾病實驗室2023 ~ 2023
・
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
洛桑聯邦理工學院(EPFL)
・
神經科學
主任工程師 @Mstar
embedded system engineer
More than one year
CA Loader 8. Rich co-work experience with foreign staff and customers 智慧型手機 : 9. Android RILC framework 電視 : 10. TV knowledge (T-CON/Over-Driver/Decompression/Local Dimming) 人工智慧 : 11. Experience in Machine Learning and Computer Vision (OpenCV) 12. Experience in deep neural networks (NN, CNN, RNN) 13. Experience in Keras and TensorFlow for AI 軟體版本管理/debug tool : 14. Familiar with git 15. Familiar with GDB debugging tool 16. Trace netlog by wireshark tool
Full-time / Interested in working remotely
10-15 years
國立清華大學
・
電機所Studying
Intern / Interested in working remotely
4-6 years
National Chiao Tung University
・
Computer Science
經理 @鴻博資訊有限公司2015 ~ Present
・
軟體工程師、電玩程式設計師、後端工程師、APP開發工程師、演算法開發工程師
Within one month
Wang Wen Shang Tainan City, Taiwan || [email protected] Work Experience Manager • Winerva Software Technology Co., Ltd. 四月Present | Taipei, Taiwan Visual Inspection Product Development Product Introduction ∶ https://www.winerva.com/portfolio Project Introduction ∶ https://drive.google.com/drive/folders/1bWVlaIMSOkZJ60wfYuyBcnz1adehqsyo?usp=drive_link Computer Vision Software Engineer • Weijun Precision Machinery Co., Ltd. 十一月三月 2015 | Taipei, Taiwan Product∶ Screw AOI Isnpection System Project Deputy Manager • Genesis Technology ,Inc. 七月一月 2010 | Taipei, Taiwan Product
Employed
・
Ready to interview
Full-time / Remote Only
10-15 years
崑工科技大學
・
電子工程Team Lead @工業技術研究院2020 ~ 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
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
National Chung Cheng University
・
資訊工程學所
Senior Software Engineer @U-NEXT Co., Ltd.2021 ~ Present
・
Software Engineer
Within one month
internal frontend application as a full-stack developer [Core technology] - Python/JavaScript - Django/Django Rest Framwork/Chalice AWS Lambda/Flask/FastAPI - Vue.js - Tensorflow/Keras/OpenCV Software Engineer • 盛星科技 | Astra Inc. 十二月四月Build innovative computer vision and pedestrian detection backend service - Build and maintain a high availability of deep learning-based computing systems - Develop human detection and facial recognition deep learning models and algorithms [Core technology] - Golang/Python - AWS/DynamoDB/SQS/EC2 - Tensorflow/Keras/OpenCV/openVINO Platform
Employed
Full-time / Interested in working remotely
4-6 years
Nation Taiwan University
・
Bioelectronic and Bioinformatics
軟體工程師 @致伸科技2019 ~ 2021
・
軟體工程師
Within one year
統的算法開發，畢業於台灣科技大學電子所，研究方向為機器學習、電腦視覺與深度學習。 台北市，，[email protected] 研究領域 Machine Learning Computer Vision Deep Learning 程式語言 C Python Java 開發環境/工具 Visual Studio Eclipse Docker Jupyter Notebook TensorFlow OpenCV/OpenGL 經歷 (現職) 同致電子，2021 年 4 月 - 瑞典車廠：L2 assisted parking system EVT stage
Employed
Full-time / Interested in working remotely
4-6 years
台灣科技大學
・
電子工程研究所
AI Engineer @TSMC 台積電2022 ~ 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
Date of Birth: 1991/8/25 Mobile:E-mail: [email protected] LinkedIn: www.linkedin.com/in/mPROFESSIONAL EXPERIENCE Data Scientist (Computer Vision), TSMC, 2022/4 - Present Super resolution for wafer patch enhancement Computer vision algorithm development. Machine Learning Engineer (Computer Vision), VIVOTEK, 2019//4 Neural Network architecture design and optimization. Computer vision algorithm development. Mechanical Engineer (Vehicle Chassis), HAITEC, 2016//4 Design and develop steering wheel and airbag. SKILLS Programming Python C++ Development Tools PyTorch OpenCV Linux Docker Git Domain
Employed
Full-time / Interested in working remotely
4-6 years
國立臺灣大學 (National Taiwan University)
・
機械工程研究所
AI 工程師 @台灣塑膠工業股份有限公司2020 ~ 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 six months
Backend/Testing Language Python Matlab HTML CSS JavaScript Web Framework Django Flask Automation Testing Pytest Selenium Cloud Microsoft Azure Azure TSI Azure Power BI Azure ML Azure App Service Azure Form Recognizer Azure Cognitive Services Google Cloud Platform Google Cloud GPU Google Cloud VM Google Cloud AutoML Google Cloud Vision API Other Cloud Source Heroku App Service Line Bot ML/AI AI Tool TesnsorFlow SKlearn Keras Matlab OpenCV Algorithm Principal Component Analysis Partial Least Squares Gaussian Process Deep Neural Networks Convolutional Neural Networks Genetic Algorithm Other Application Reinforcement Learning Object Detection Faster RCNN Yolo v3 Generative Adversarial Networks
Employed
Full-time / Interested in working remotely
4-6 years
Chung Yuan Christian University
・
Master in Chemical Engineering
Senior software engineer @Compal Electronic, Inc.2019 ~ Present
・
AI工程師、後端工程師
Within one month
程平台，在專案中擔任AI功能與後端需求開發的角色，負責優化AI相關識別正確率與系統restful API開發。 Skills Programming languages Python Javascript C# Deep learning ( Vision ) OpenCV Tensorflow Linux (Ubuntu) Tools Git Keycloak RabbitMQ Jenkins Backend Node JS Mongodb Redis Koa Express Jest Swagger TypeScript Others Docker Line bot Discord bot Experience Compal Electronic, Inc. Design leaderpresent 1.Intelligent Management System 智慧門禁系統，結合AI臉部識
Employed
Full-time / Interested in working remotely
4-6 years
National Kaohsiung University of Applied Sciences
・
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Professional Background
Current status
Employed
Job Search Progress
Professions
C,C++ Developer, Video, Voice Engineer, Back-end Engineer
Fields of Employment
Software
Work experience
10-15 years
Management
None
Skills
Languages
English
・
Intermediate
Japanese
・
Beginner
Job search preferences
Positions
Software engineer
Job types
Full-time
Locations
Taipei, Taiwan
Remote
Interested in working remotely
Freelance
Educations
School
Major
Kai-Kai Hsu
Software Engineer • Taipei，TW • [email protected] •
+886 939909467
With 10+ years experience of image processing algorithm development, engaged in the developments of below software features: Filmora, PowerDirector, PhotoDirector, YouCam Perfect (App) and YouCam Makeup (App), mainly involved in the algorithm designings of image processing, computer vision, pattern recognition, machine learning(SVM, regression). Capable of performance tunning (Multithread, SIMD, NEON), cross-platform development, including Window, Mac, Unix, iOS, and Android systems.
Skills
Programming Development
- C++ (mainly)
- Objective C (elementary)
- iOS development
- Java, JNI (elementary)
- Android development
Library
- OpenCV
- effekseer
- clapack
IDE and tools
- Visual Studio
- Xcode
- Git version control tool
- cmake
- SVN version control tool
- Android Studio
Framework
- OpenGL
- OpenCL
- OpenFX
Experience
Wondershare Corporation Branch Office, Taipei, Taiwan
Senior Software Development Engineer, Creative Technology Department
Oct. 2018 - current
Mainly responsible for design of algorithm for image processing related tasks, including the design of filters, modular architecture and the optimization of rendering performance and effects for video editing software. In charge of the open source effect framework openfx and launching plug-ins for Filmora in our Effects Store for two main clients, Boris and Newblue. The sales amounted to $10K in the first launch week. It’s forecasted that the yearly revenue could reach $1M. During 2022-2023, I was also involved in the design of new visual effects for products.
Product： Filmora(video editing software)
Main Task :
- Designed new effect module architecture which is compatible with old version effect features.
- Worked with the application layer team to integrate the effect features and debug.
- Developed image processing algorithm features for video rendering on request.
- In charge of the openfx plugin feature and video editing effect engine.
- Developed new visual effects for Filmstock, our effect store.
- Mainly worked in Windows and MacOS platform in C++, OpenGL and OpenCL.
Perfect Corporation, Taipei, Taiwan (Subsidiary of Cyberlink)
Senior Software Engineer, Magic Technology Department May 2015 - Oct.2017
Worked in Magic Technology department as a software engineer, responsible for developing image processing effects on mobile devices, mainly portrait beautification effect. In the most time, I had to search and survey several journals to come up with proper solutions and designed possible algorithm for real-time execution performance on mobile devices, plus solving problems, collecting diversified human-face image for testing, designing verifying algorithm methods, and executing performance optimization on types of mobile device. Furthermore, created static libraries, designed filters of GPUImage framework, and offered simplified API for Application layer to integrate.
Product：
YouCam Perfect、YouCam Makeup、YouCam Fun
Main Task :
- Designed and developed image processing algorithm of portrait beautification effect (Liquify effect)
- Large eyes effects
- Face reshaping
- Developed Camera AR effect(Augmented Reality) for YouCam Perfect
- Developed real-time face tracking for AR effect
- Designed multiple-face tracking architecture and tunning performance for real-time detection
- Developed live makeup AR effects ( large eyes effects , face reshaping and eye color changing)
- Developed Machine Learning related features
- Gender classification
- Transferred AR engine from C++ into javascript version for executing on Chrome, Safari, Firefox, and Edge etc.
- Performance tunning for iOS and Android platform
- Multi-thread
- NEON
- Crossplatform development, including Windows, Unix, iOS and Android
- Designed and maintained testbeds on Windows, iOS, and Android platforms for correct executed results
Cyberlink Corporation, Taipei, Taiwan
Senior Software Engineer, Core Technology Department Oct. 2010 - May 2015
Worked in Core Technology department, responsible for image processing feature developments. My daily tasks included searching and surveying relevant journals, designing and implementing algorithm, solving problems, collecting image data for testing, verifying algorithm results accuracy, and optimizing execution performance. Furthermore, established video processing filter for DirectShow and Media Foundation to provide real-time effects. Created static libraries for Windows, iOS, Android platform and offered simplified API for Application layer to integrate.
Product：
PowerDirector、PhotoDirector、Youcam Perfect App
Main Task：
- Smart video content editing feature for PowerDirector
- Zoom in, Pan video clip detection
- Screen Shot detection
- Lightness and darkness video clip detection
- Shaky video clip detection
- Photo Panorama feature for PhotoDirector
- Auto-cutting algorithm designing for overlapping photos
- Seamless blending algorithm designing
- Smart Photo composing feature for PhotoDirector
- Eye detection designing
- Smile estimation designing
- Smart face swapping algorithm designing
- Portrait Beautification feature for YouCam Perfect
- Skin whitening
- Shine removal
- Performance tunning
- Multithread
- SIMD
- Cross-platform development, including Windows, Unix, iOS and Android
- Designed and maintained testbeds on each platform for correct executed result
Education
National Central University, Toayuan, Taiwan
Master of Computer Science and Information Engineering 2008 - 2010
Master's Thesis: Adaptive Traffic Scene Analysis by using Implicit Shape Model
Seminars:
- Machine learning : Statistical learning theory、Neural Network、Computational Intelligence
- Image processing related: Image processing、Virtual Reality
- Multi-media related: Data Compression、Digital Signal Processing
National Cheng Kung University, Tainan, Taiwan
Bachelor of Mathematics 2003 - 2008
Extracurricular Activities: Team Leader of Volleyball Team
Language
- Mandarin(native)
- English(intermediate)
- Japanese(basic) (Certificate of JLPT level 3)
Kai-Kai Hsu
Software Engineer • Taipei，TW • [email protected] •
+886 939909467
With 10+ years experience of image processing algorithm development, engaged in the developments of below software features: Filmora, PowerDirector, PhotoDirector, YouCam Perfect (App) and YouCam Makeup (App), mainly involved in the algorithm designings of image processing, computer vision, pattern recognition, machine learning(SVM, regression). Capable of performance tunning (Multithread, SIMD, NEON), cross-platform development, including Window, Mac, Unix, iOS, and Android systems.
Skills
Programming Development
- C++ (mainly)
- Objective C (elementary)
- iOS development
- Java, JNI (elementary)
- Android development
Library
- OpenCV
- effekseer
- clapack
IDE and tools
- Visual Studio
- Xcode
- Git version control tool
- cmake
- SVN version control tool
- Android Studio
Framework
- OpenGL
- OpenCL
- OpenFX
Experience
Wondershare Corporation Branch Office, Taipei, Taiwan
Senior Software Development Engineer, Creative Technology Department
Oct. 2018 - current
Mainly responsible for design of algorithm for image processing related tasks, including the design of filters, modular architecture and the optimization of rendering performance and effects for video editing software. In charge of the open source effect framework openfx and launching plug-ins for Filmora in our Effects Store for two main clients, Boris and Newblue. The sales amounted to $10K in the first launch week. It’s forecasted that the yearly revenue could reach $1M. During 2022-2023, I was also involved in the design of new visual effects for products.
Product： Filmora(video editing software)
Main Task :
- Designed new effect module architecture which is compatible with old version effect features.
- Worked with the application layer team to integrate the effect features and debug.
- Developed image processing algorithm features for video rendering on request.
- In charge of the openfx plugin feature and video editing effect engine.
- Developed new visual effects for Filmstock, our effect store.
- Mainly worked in Windows and MacOS platform in C++, OpenGL and OpenCL.
Perfect Corporation, Taipei, Taiwan (Subsidiary of Cyberlink)
Senior Software Engineer, Magic Technology Department May 2015 - Oct.2017
Worked in Magic Technology department as a software engineer, responsible for developing image processing effects on mobile devices, mainly portrait beautification effect. In the most time, I had to search and survey several journals to come up with proper solutions and designed possible algorithm for real-time execution performance on mobile devices, plus solving problems, collecting diversified human-face image for testing, designing verifying algorithm methods, and executing performance optimization on types of mobile device. Furthermore, created static libraries, designed filters of GPUImage framework, and offered simplified API for Application layer to integrate.
Product：
YouCam Perfect、YouCam Makeup、YouCam Fun
Main Task :
- Designed and developed image processing algorithm of portrait beautification effect (Liquify effect)
- Large eyes effects
- Face reshaping
- Developed Camera AR effect(Augmented Reality) for YouCam Perfect
- Developed real-time face tracking for AR effect
- Designed multiple-face tracking architecture and tunning performance for real-time detection
- Developed live makeup AR effects ( large eyes effects , face reshaping and eye color changing)
- Developed Machine Learning related features
- Gender classification
- Transferred AR engine from C++ into javascript version for executing on Chrome, Safari, Firefox, and Edge etc.
- Performance tunning for iOS and Android platform
- Multi-thread
- NEON
- Crossplatform development, including Windows, Unix, iOS and Android
- Designed and maintained testbeds on Windows, iOS, and Android platforms for correct executed results
Cyberlink Corporation, Taipei, Taiwan
Senior Software Engineer, Core Technology Department Oct. 2010 - May 2015
Worked in Core Technology department, responsible for image processing feature developments. My daily tasks included searching and surveying relevant journals, designing and implementing algorithm, solving problems, collecting image data for testing, verifying algorithm results accuracy, and optimizing execution performance. Furthermore, established video processing filter for DirectShow and Media Foundation to provide real-time effects. Created static libraries for Windows, iOS, Android platform and offered simplified API for Application layer to integrate.
Product：
PowerDirector、PhotoDirector、Youcam Perfect App
Main Task：
- Smart video content editing feature for PowerDirector
- Zoom in, Pan video clip detection
- Screen Shot detection
- Lightness and darkness video clip detection
- Shaky video clip detection
- Photo Panorama feature for PhotoDirector
- Auto-cutting algorithm designing for overlapping photos
- Seamless blending algorithm designing
- Smart Photo composing feature for PhotoDirector
- Eye detection designing
- Smile estimation designing
- Smart face swapping algorithm designing
- Portrait Beautification feature for YouCam Perfect
- Skin whitening
- Shine removal
- Performance tunning
- Multithread
- SIMD
- Cross-platform development, including Windows, Unix, iOS and Android
- Designed and maintained testbeds on each platform for correct executed result
Education
National Central University, Toayuan, Taiwan
Master of Computer Science and Information Engineering 2008 - 2010
Master's Thesis: Adaptive Traffic Scene Analysis by using Implicit Shape Model
Seminars:
- Machine learning : Statistical learning theory、Neural Network、Computational Intelligence
- Image processing related: Image processing、Virtual Reality
- Multi-media related: Data Compression、Digital Signal Processing
National Cheng Kung University, Tainan, Taiwan
Bachelor of Mathematics 2003 - 2008
Extracurricular Activities: Team Leader of Volleyball Team
Language
- Mandarin(native)
- English(intermediate)
- Japanese(basic) (Certificate of JLPT level 3)