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4-6 years
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電子工程師 @瀚港企業有限公司2018 ~ Present
・
Within one month
公司 耐久測試系統，設計控制模組並且以QT framework設計server以管理模組，有效提高產品測試效率和可靠性。 設計馬達繞線系統， 以QT framework設計控制介面 ，提高生產效率。 開發了馬達檢測系統， 設計控制模組並且以QT framework設計控制介面 ，確保產品符合品質標準
Full-time / Interested in working remotely
4-6 years
國立嘉義大學 National Chiayi University
・
機械與能源工程學系
Senior Engineer @璟昇科技股份有限公司-美商ID TECH台灣分公司2021 ~ 2022
・
資深工程師, 經理
Within three months
參數以達使用者體驗最佳化。 圓展科技股份有限公司, 資深工程師, Feb 2011 ~ Feb應用MFC框架的Windows 開發,使用語言C++ 2.應用Qt framework的軟體開發,使用語言C++ 3.Android app開發,使用語言java及native c 4.在Windows上使用VFW做影片解碼, 5.在Windows上使用Directshow 對
Employed
Full-time / Interested in working remotely
10-15 years
中央大學
・
Computer Science and Information Engineering
Senior Backend Enginner @N/A2015 ~ Present
・
More than one year
SRE : Applying Gitlab CI to make the build, packing, testing pipeline come real and using Ansible to build various firmware models and optimize the build time from 40 minutes to 10 minutes. * Programming : Developing the gaming upgrade service and usb gaming plugs service by using C++ and Qt framework - Walmart DSA (Drop Ship Adapter~) * Programming : Integrating Walmart DSV API service to the gaming managing system by using Ruby on Rails to handle the gaming releases and orders。 * Maintenance： Monitoring and maintaining the Walmart ordering service and ensuring the balance. * Tough task : I was struggling with an
Employed
・
Not open to opportunities
Full-time / Not interested in working remotely
10-15 years
國立宜蘭大學
・
Computer Science
Past
Vice President Of Business Unit @Positive Grid2019 ~ 2021
・
CTO、Sr.Software Manager、Sr.Software Engineer
More than one year
Unemployed
Full-time / Interested in working remotely
10-15 years
National Cheng Kung University
・
Computer science
Software Engineer @Weintek Labs., Inc.2021 ~ Present
・
More than one year
王浩辰 Senior Software Engineer 具3年以上C++開發經驗，專注於 library 開發、multithreading 平行化效能提升以及 legacy code 重構。 Taipei, Taiwan https://bachelorwang.github.io/ 工作經歷 Senior Software Engineer • Reallusion - Designed and implemented both backend and frontend of Smart Gallery in C++ with Qt framework, a application/plug-in is able to synchronize thousands of 3D contents user created or edited between cloud and local - Increased performance of iClone(developed
Employed
Full-time / Interested in working remotely
4-6 years
National Dong Hwa University
・
Computer and Information EngineeringDirector of software R&D department @Phrozen Inc.2024 ~ Present
・
Software Engineer
Within one month
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
Georgia Institute of Technology
・
Doctor of Philosophy in Structural EngineeringArchitect @TomTom2012 ~ Present
・
Sales Account Manager/ Project Manager/ Pre-sales/ Solution Architect
More than one year
Not open to opportunities
Full-time / Interested in working remotely
10-15 years
National Chengchi University
・
Master of Computer Science
Senior Software Development Enginner @Sotera Wireless Inc.2023 ~ Present
・
Software Engineer
Within one month
system development 2. Deep learning development for object-detection and pattern-matching 3. Human-machine interface development for automatic defect-detection machines 4. Skin quality tester algorithm and system development EducationNTUST Master - Graduate Institute of Automation And ControlNCHU Bachelor - Department of Electrical Engineering Skills Programming Language C/C++ Python HTML/JS/CSS SQL PHP JAVA GUI QT MFC Tools&Framework AWS Web Django Laravel WordPress Git IDE VS code VS C++ Intelli Operation System Windows HyperV WSL Linux/Unix Ubuntu Respbian Redhat SUSE MacOS Management Jira/Confluence Notion
Employed
Part-time / Interested in working remotely
6-10 years
NTUST
・
Graduate Institute of Automation And ControlSenior Software Engineer @Hypersonix2021 ~ Present
・
Project Engineer HP
More than one year
the new products ➢ Design and development of print and scan features ➢ Have worked on scan UI using PyQt ➢ Build activities using Jenkins server ➢ Unit Testing and Maintenance ➢ Have worked on Print Contract feature Project2 : Launchpad Customer Site Using Django Duration : 2019 June to 2021 Jan Framework Used : Django EducationGTU Computer Engineering/10 (CGPASecondary Education Board H.S.C% (OverallSecondary Education Board Secondary Education Board% Skills Excellent Communication Written Skills Application Life Cycle Management Django Framework FastAPI Flask python programming SNOWFLAKE Pandas Numpy Docker Microservices MySQL PostgreSQL Apache Spark Languages English — Fluent Hindi
Full-time / Interested in working remotely
4-6 years
GTU
・
Computer Engineering 
Software Development Engineer @Phrozen2021 ~ Present
・
Senior software engineer
Within three months
2009 JIEM Journal of Industrial Engineering and Management.2009.v2n2.pWork Experience Software Development Engineer Phrozen • SeptemberPresent Application framework and architecture design Application and UI development API integration Git version control UI flow design Object-oriented programming Software Engineer New Kinpo Group/ Calcomp Electronic • AugustSeptember 2021 Qt application development API integration Git version control RDBMS (SQLite) integration Table design and primary key definition Software Engineer XYZprinting 3D printer Inc. • AprilAugust 2020 Cross-platform, Qt and OpenGL application development Firmware and hardware integration API integration Git, SVN version control Multi-language UI development Technician 佐翔
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
元智大學 Yuan Ze University
・
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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.