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On
4-6 years
6-10 years
10-15 years
More than 15 years
Taichung City, Taiwan
Unemployed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立交通大學
・
顯示工程研究所
資深工程師 @現職2018 ~ Present
・
資深軟體工程師
Within six months
冠品資訊服務有限公司 2017//10 - App Developer (Android/iOS) - WebAPI - Requirement Analyze - System Design Junior Developer • 耀達電腦股份有限公司 2013//03 - App Developer (Android/iOS) - WebAPI - System Design Education 2011//06 National Taiwan University, M.S. ESOE 2007//06 National Taitung University, B.S. CSIE Skills iOS、Android、Swift、Objective-C、JAVA、Kotlin、XCode、Android Studio、ASP.NET、WebAPI、SQL、Source Control、System Design、Azure、GitLab CI/CD、Docker、SonarQube
Employed
・
Not open to opportunities
Full-time / Remote Only
6-10 years
國立台灣大學
・
工科海洋 資訊組
專案規劃師、App工程師(React Native)、iOS原生工程師 @創典科技有限公司2021 ~ Present
・
iOS工程師 / React Native App工程師
Within one month
blandit. 西川系統有限公司, iOS 工程師助理, Feb 2015 ~ Feb 2018 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nam porttitor dapibus ipsum ut efficitur. Aliquam feugiat nec sem dapibus blandit. 技能 iOS App Swift、 Storyboard 熟悉 iOS 上架流程 RESTful API/XML/Json 解析 CocoaPods MVC Firebase WebSocket React Native JavaScript 熟悉 iOS / Android 上架流程 Tools Xcode、VSCode API：Postman UI：Zeplin、Figma App測試：TestFlight Cooperation 版本控制：Git、Source Tree
Full-time / Remote Only
4-6 years
樹德科技大學
・
資訊工程Unemployed
Full-time / Interested in working remotely
6-10 years
僑光科技大學
・
應用外語系
Senior iOS engineer @Cyberlink2016 ~ 2017
・
iOS App engineer
More than one year
陳懿首 Graduated from the National Central University with MS in IE inI did a IT engineer immediately after graduated, and transferred to iOS App developer when I finished the job. I did a iOS App developer for some companies, and senior iOS App engineer is my last position in Cyberlink technology company. I developed and maintained iOS Apps of companies over 3 years. Senior iOS engineer [email protected] Skills Obj-C, Xcode, iOS, SVN Work Experience Experience 1,, CyberLink Co., Ltd. * Collaborate with team members to develop, maintain, performance tuning
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
National Central University
・
Information Engineering
QA軟體測試副工程師 @中佑資訊有限公司2017 ~ Present
・
Within one month
參與專案的日常維護和bug修復工作，確保系統的穩定性和正常運行。 使用 Symfony、PHP、Doctrine、Docker 、GitLab 等工具進行開發和版本控制，且進行CodeReview來確保程式品質。 負責與第三方金流服務提供商溝通，確定參數和文件，並進行功能測試以確保正常運作。 負責金流系統
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
私立逢甲大學
・
應用數學系
全端工程師 @帝商科技股份有限公司2020 ~ Present
・
Software Engineer
Within one month
陳韋嘉 全端工程師 / Taichung，TW / [email protected]畢業於朝陽科技大學資訊工程學系 喜愛打棒球、四處旅遊、Coding和思考邏輯所帶來的成就感、熱於學習語發現新的技術、閱讀科技或財經相關的文章。 Skills Backend/Frontend PHP - Laravel, CodeIgniter Node.js C# C＋＋ C Python - Robot Framework Java JQuery HTML CSS Vue.
Employed
・
Open to opportunities
Full-time / Not interested in working remotely
4-6 years
朝陽科技大學
・
資訊工程系
IT Infrastructure @暫時不提供2022 ~ Present
・
IT Infrastructure
Within one month
李禹衡 I have a half year of Site Reliability Engineering (SRE) experience and MIS-Engineering experience for about 2 years, and now work as an IT Infrastructure Enginee r, with responsibilities including Kubernetes maintenance and deployment , CI/CD(ArgoCD, Gitlab) , and tasks related to Infrastructure as Code (Terraform ). In addition, I am also responsible for developing Telegram chatbot project(Python-telegram-bot) . I love communicating with others and giving them some comments and feedbacks and solving problems together. I am willing to learn new things, maintain a good relationship with others, make the company
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
東海大學 Tunghai University
・
Computer Science Information EngineeringSenior 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
遠端股份有限公司 @UXUI Designer / 產品設計師2021 ~ 2023
・
Product Designer(UXUI), Product Manager
Within one month
原型。 常用工具 規劃設計工具 [ 繪圖設計軟體 ]Illustrator、Photoshop 、Fireword [ UI 設計軟體 ] Figma、Sketch、Zeplin、Principle、Flinto、origami、Adobe XD、 [ 規劃、原型工具 ] Axure、Cacoo 開發工具 [ 編輯器 ] VS Code、Sublime Text 3、DreamWeaver [ 快速開發工具 ] NPM、Gulp 、Git、webpack 自傳 【專業技能】 設計開發出流暢好用的操作介面為最大的興趣，將需求與功能轉化為
Reputation Credits1
Employed
・
Open to opportunities
Full-time / Interested in working remotely
10-15 years
環球技術學院 TransWorld University
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Software
Work experience
6-10 years
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Positions
Software engineer
Job types
Locations
Remote
Freelance
Educations
School
國立清華大學
Major
Computer Science
Meng-Shiun(Kobe) Yu
Email: Kobeyu.tw at gmail.com
I'm currently an NPU compiler engineer at Kneron, also a Ph.D. student at the department of computer science, National Tsing Hua University, Taiwan. My research interests include
compiler and runtime for deep learning accelerator; architecture/performance evaluations; compiler designs and optimizations.
Education
- Ph.D., Department of Computer Science, National Tsing Hua University 2017/9 ~ Present
- Advisor: Jenq-Kuen Lee
- M.A., Department of Electrical Engineering, National Chung Cheng University 2006/9 ~ 2008/10
- Advisor: Huei-Yung Lin
- Thesis: A Vision Surveillance System for Mobile Robot Using Omni-directional and PTZ Cameras
- B.A., Department of Electrical Engineering, National Chin Yi University of Technology 2004/9 ~ 2006/6
Work Experience
Kneron．NPU Compiler Engineer．2019 / 2 ~ Present
- Participated in the development of 6 NPU SoCs.
- Developed compiler to compress weights for NPU, metadata for firmware control flow.
- Propose a whole new NPU executable format(NEF) for the runtime.
- Developed binary utilities to merge/extract multiple models to/from single NEF file.
- Developed binary utilities to encrypt model file for KNEO AI app ( https://www.kneo.ai/ ).
- Developed just in time compiler for image accelerator, used in freeRTOS and Embedded Linux environment.
- Pre- and post-silicon verification(NPU and image accelerator).
- Debug mismatch between CSim and RTL or performance issue with firmware, CSim, and HW team.
- Survey advanced techniques, compiler: TVM, MLIR, runtime: TFRT, IREE, model/hardware co-design: network architecture search.
- Recruit and lead interns to complete specific research work.
Fongfu．Software Engineering Manager．2016 / 9 ~ 2018 / 6
- Build up a software team (~5 engineer) to deploy services on iOS/Android and Asus Zenbo.
- System architecture evaluation and planning (Mobile App, Web backend)
- Developed face recognition algorithm.
SmartAll．Senior Software Engineer．2016 / 2 ~ 2016 / 8
- Developed iOS App to control smart camera.
- Porting ffmpeg and face detection algorithm on iOS.
- Developed peer to peer commutation SDK.
MSI．Software Engineer．2013 / 11 ~ 2016 / 2
- Developed iOS App to control smart camera.
CEO(Create Electronic Optical Co., Ltd)．Software Engineer．2010 /1 ~ 2013/3
- Developed lane departure and forward collision warning systems using computer vision algorithms.
- Developed media player for driver recorder.
Skills
- Programming Language
- C/C++, Python and Shell script
- Compiler
- Construction and optimization
- Deep Learning
- Optimize and deploy neural network model to edge devices.
Publications
- The Support of MLIR HLS Adaptor for LLVM IR, Geng-Ming Liang, Chuan-Yue Yuan, Meng-Shiun Yu, Tai-Liang Chen, Kuan-Hsun Chen, and Jenq-Kuen Lee, ICPP EMS 2022, Bordeaux, France, Aug. 29 - Sep. 1, 2022. (Virtual).
- C++OpenCL4TVM: Support C++OpenCL Kernel for TVM NN Operators, Po-Yao Chang, Tai-Liang Chen, Yu-Tse Huang, Meng-Shiun Yu, Jenq-Kuen Lee, IWOCL 2022 (poster paper), 2022.
- Optimization with TVM Hybrid OP on RISC-V with P Extension, Chuan-Yue Yuan, Meng-Shiun Yu, Chao-Lin Lee, Chun-Chieh Yang, and Jenq-Kuen Lee, TVMcon 2021, Seattle, Dec. 15-17, 2021
- Support NNEF Execution Model for NNAPI, Yuan-Ming Chang, Chia-Yu Sung, Yu-Chien Sheu, Meng-Shiun Yu, Min-Yih Hsu, and Jenq-Kuen Lee, Journal of Supercomputing, 77, 10065-10096, Springer, 2021.
- NNBlocks: A Blockly Framework for AI Computing, Tai-Liang Chen, Yi-Ru Chen, Meng-Shiun Yu, and Jenq-Kuen Lee, Journal of Supercomputing, 77, 8622-8652, Springer, 2021
- Accelerating NNEF framework on OpenCL devices using clDNN, Meng-Shiun Yu, Tai-Liang Chen and Jenq-Kuen Lee, IWOCL 2020, Germany, May 2020 (poster paper).
- A Robot Vision System for Visual Surveillance, M. S. Yu, H. Wu, H. Y. Lin, International Journal of Innovative Computing, Information and Control, Vol. 10, No. 4, pp. 1267-1274, Aug. 2014.
- Lane departure and front collision warning using a single camera, H. Y. Lin, L. Q. Chen, M. S. Yu, International Symposium on Intelligent Signal Processing and Communication System, pp. 64-69, Nov. 2012.
Talks
Neural Network File Format for Inference Framework．COSCUP．2020/08/02
機器學習應用於蔬果辨識．台灣人工智慧學校 台中分校．2018/11/28
社群與企業之開源專案合作經驗分享：以阿龜微氣候天眼通為例 ．g0v summit．2018/10/6
Agrino應用於農業感測的開源專案．COSCUP．2018/8/11
那些夜裡用啤酒打造的田間感測器．COSCUP．2017/8/6
Meng-Shiun(Kobe) Yu
Email: Kobeyu.tw at gmail.com
I'm currently an NPU compiler engineer at Kneron, also a Ph.D. student at the department of computer science, National Tsing Hua University, Taiwan. My research interests include
compiler and runtime for deep learning accelerator; architecture/performance evaluations; compiler designs and optimizations.
Education
- Ph.D., Department of Computer Science, National Tsing Hua University 2017/9 ~ Present
- Advisor: Jenq-Kuen Lee
- M.A., Department of Electrical Engineering, National Chung Cheng University 2006/9 ~ 2008/10
- Advisor: Huei-Yung Lin
- Thesis: A Vision Surveillance System for Mobile Robot Using Omni-directional and PTZ Cameras
- B.A., Department of Electrical Engineering, National Chin Yi University of Technology 2004/9 ~ 2006/6
Work Experience
Kneron．NPU Compiler Engineer．2019 / 2 ~ Present
- Participated in the development of 6 NPU SoCs.
- Developed compiler to compress weights for NPU, metadata for firmware control flow.
- Propose a whole new NPU executable format(NEF) for the runtime.
- Developed binary utilities to merge/extract multiple models to/from single NEF file.
- Developed binary utilities to encrypt model file for KNEO AI app ( https://www.kneo.ai/ ).
- Developed just in time compiler for image accelerator, used in freeRTOS and Embedded Linux environment.
- Pre- and post-silicon verification(NPU and image accelerator).
- Debug mismatch between CSim and RTL or performance issue with firmware, CSim, and HW team.
- Survey advanced techniques, compiler: TVM, MLIR, runtime: TFRT, IREE, model/hardware co-design: network architecture search.
- Recruit and lead interns to complete specific research work.
Fongfu．Software Engineering Manager．2016 / 9 ~ 2018 / 6
- Build up a software team (~5 engineer) to deploy services on iOS/Android and Asus Zenbo.
- System architecture evaluation and planning (Mobile App, Web backend)
- Developed face recognition algorithm.
SmartAll．Senior Software Engineer．2016 / 2 ~ 2016 / 8
- Developed iOS App to control smart camera.
- Porting ffmpeg and face detection algorithm on iOS.
- Developed peer to peer commutation SDK.
MSI．Software Engineer．2013 / 11 ~ 2016 / 2
- Developed iOS App to control smart camera.
CEO(Create Electronic Optical Co., Ltd)．Software Engineer．2010 /1 ~ 2013/3
- Developed lane departure and forward collision warning systems using computer vision algorithms.
- Developed media player for driver recorder.
Skills
- Programming Language
- C/C++, Python and Shell script
- Compiler
- Construction and optimization
- Deep Learning
- Optimize and deploy neural network model to edge devices.
Publications
- The Support of MLIR HLS Adaptor for LLVM IR, Geng-Ming Liang, Chuan-Yue Yuan, Meng-Shiun Yu, Tai-Liang Chen, Kuan-Hsun Chen, and Jenq-Kuen Lee, ICPP EMS 2022, Bordeaux, France, Aug. 29 - Sep. 1, 2022. (Virtual).
- C++OpenCL4TVM: Support C++OpenCL Kernel for TVM NN Operators, Po-Yao Chang, Tai-Liang Chen, Yu-Tse Huang, Meng-Shiun Yu, Jenq-Kuen Lee, IWOCL 2022 (poster paper), 2022.
- Optimization with TVM Hybrid OP on RISC-V with P Extension, Chuan-Yue Yuan, Meng-Shiun Yu, Chao-Lin Lee, Chun-Chieh Yang, and Jenq-Kuen Lee, TVMcon 2021, Seattle, Dec. 15-17, 2021
- Support NNEF Execution Model for NNAPI, Yuan-Ming Chang, Chia-Yu Sung, Yu-Chien Sheu, Meng-Shiun Yu, Min-Yih Hsu, and Jenq-Kuen Lee, Journal of Supercomputing, 77, 10065-10096, Springer, 2021.
- NNBlocks: A Blockly Framework for AI Computing, Tai-Liang Chen, Yi-Ru Chen, Meng-Shiun Yu, and Jenq-Kuen Lee, Journal of Supercomputing, 77, 8622-8652, Springer, 2021
- Accelerating NNEF framework on OpenCL devices using clDNN, Meng-Shiun Yu, Tai-Liang Chen and Jenq-Kuen Lee, IWOCL 2020, Germany, May 2020 (poster paper).
- A Robot Vision System for Visual Surveillance, M. S. Yu, H. Wu, H. Y. Lin, International Journal of Innovative Computing, Information and Control, Vol. 10, No. 4, pp. 1267-1274, Aug. 2014.
- Lane departure and front collision warning using a single camera, H. Y. Lin, L. Q. Chen, M. S. Yu, International Symposium on Intelligent Signal Processing and Communication System, pp. 64-69, Nov. 2012.