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Engineer @Vyond2023 ~ Sekarang
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R.T. Sun I'm a software engineer who has experience mostly about mobile apps and games. The most distinct characteristic I possessed is capability to develop without proprietary tool chain with open source tool chain instead. GitLab Software Engineer Taipei, Taiwan Mobile:[email protected] Work Experience Noovo Taiwan, Software Engineer Apr 2019 ~ Feb 2023 Implement iOS app, and add function or tune the software deployed on some communication client system. A Game Company, Taiwan, Game developer, Sep 2017 ~ Feb 2019 Designed and implemented original combat system and character animation implementation in
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National Sun Yat-Sen University
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Electronic Engineering
Senior Software Engineer @VNG Corporation2019 ~ Sekarang
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NGUYỄN NGỌC THẠCH Mobile Developer Phone:Email: [email protected] Skype: thachnguyenit District 7, HCM Professional Summary Above 5 years of experience in Android Mobile Development 4 years of experience in the Flutter Framework 2 years of experience in React Native Framework Understanding of the Agile development life-cycle Programming languages: Java, Kotlin, Swift, Javascript, Dart, ReactJS Having good communication and teamwork skills Have experience in a team lead position. Ability to research and analyze business requirements Ability to upload apps to the App Store & Play-Store CI/CD tools such as Github, Gitlab, and Fastlane
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6-10 tahun
Open Univerysity
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Computer science
Technical Lead @Photon2018 ~ 2020
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Software Engineer
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6-10 tahun
Anna University
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Bachelor of Engineering B.E. , Computer SciencePast
Senior Software Engineer @Taiwan Rakuten Ichiba, Inc.2018 ~ 2021
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Software engineer
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Chang Jung Christian University (長榮大學)
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Information ManagementiOS Software Engineer @Target Minneapolis2019 ~ Sekarang
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Software Engineer
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UI and UX in accordance with what the users wanted, to make the experience both more functional and desirable. JuneAugust 2018 Software Development Intern • IHS Markit Tested front end and back end of two different industry software applications. Experience with big data : Hadoop and Map Reducer. DML operations on oracle database. JuneAugust 2016 EducationUniversity of Michigan Computer Science Skills & Familiarities Software Swift (UIKit, SwiftUI), Objective-C, Python, Javascript (Vue.js, React.js, jQuery), SQL, C/C++, HTML/CSS Tools Version Control (git), IDEs (XCode, Visual Studio, IntelliJ), Design (Sketch, Figma)
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4-6 tahun
University of Michigan
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Computer Science
Software Engineer @Mercari, Inc.2021 ~ Sekarang
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Software Engineer
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Inc. Develop Mercari iOS app Cooperate with external company to integrate with Mercari features OctoberDecember 2019 iOS Developer • Taiwan Intelligent Home Corp. Developed the Ryoku simulator which accesses Ryoku cloud through WebSocket. Developed iOS apps which integrate with smart home devices. Developed the Maidwhite project, a platform which is integrated with IOT protocols. MaySeptember 2018 EducationNational Cheng Kung University Master's degree Computer Science Information EngineeringNational Sun Yat-Sen University Bachelor's degree Computer Science Engineering Skills Languages Swift/iOS SwiftUI golang kubernetes GCP English — Native or Bilingual Chinese — Native or Bilingual Japanese — Fluent
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National Cheng Kung University
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Master's degree Computer Science Information Engineering
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需求、建置系統、營運 全端工程師 曾建置交易所、營建管理系統、ERP 等等各類網頁系統 後端工程師 @ 中佑股份有限公司金流系統 大量資料庫優化 大型團隊合作經驗（約 40 人） 跨部門合作經驗 技能 網頁系統 PHP Laravel MySQL AWS Vue.js APP (iOS) Swift 曾上架產品 Money Mom
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Yuan Ze University https://www.yzu.edu.tw/
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Computer Science
全端工程師 @智慧亨通股份有限公司2020 ~ 2021
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Software Engineer
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學、參與展覽、參加全國性比賽等多種經驗。 目前職稱 NTUST Student，TW [email protected] 技能 擅長 C/C++、C#、C# wpf、Opencv、Python 熟悉 Unity(C#)、swift4、Keras 接觸過 html、JavaScript、TypeScript、Phaser、Android Studio、Java、MatLab、MySQL 工作經歷 產學合作案 - 峽谷即時遊憩資訊與環境品質監測智慧服務運用 撰寫 Android app、Java 串
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臺灣科技大學
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資訊工程所Java Backend Engineer @KKday2023 ~ 2024
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Fju Jen Catholic University
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數學software engineer @Shopee Singapore2021 ~ Sekarang
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Software engineer
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auto test framework and self-developed RDMA bandwidth test tool based on libibverbs. - K8s pod management tool based on containerd for RDMA cluster. - RDMA perf-test package contributor. 2. P4 networks in virtual gateway In 2023, I start focusing on developing P4 gateway. Including: - P4 switch kernel module - P4 switch functionality including protocol parsing, switch bring up and SDN based DC network. - Support 100G*16 ethernet ports and 500K port routes in one P4 gateway for crossing AZ/VPC traffic. - Deploy dozens to hundreds P4 gateway 3. eBFP/XDP data
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National Taiwan University of Science and Technology
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國立清華大學
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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.