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Software Engineer
Data Analyst @R STUDIO2022 ~ Present
・
Software Engineer
Within one year
Muhammad Anas Sarwar Software Engineer Pakistan I am an experienced software engineer and data scientist with a passion for solving complex problems using cutting-edge technology. With a strong background in computer science and expertise in Python programming, I have developed and deployed innovative software solutions that have improved efficiency, accuracy, and profitability for a wide range of clients.an Android Developer at Android Studio. Extensive experience of developing features, fixing bugs, and scaling with technologies including Java, Android Studio, and C++. Looking to work on new projects and expand my skills. High
Studying
Intern / Not interested in working remotely
4-6 years
BISE LAHORE BOARD
・
Metric 
Software engineer
More than one year
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
Employed
Full-time / Interested in working remotely
10-15 years
中央大學
・
資訊工程
Software Engineer @趨勢科技 TrendMicro2022 ~ Present
・
Software engineer
More than one year
Full-stack Customer-triggered Game servers and TG/DC chat bots for 15 players ( python, DDB, shell ) DBSE Community Network ( Django, mongoDB ) Hack day funding website ( Django ) Tw elementary ( PHP, phpMyAdmin, MySQL ) Application Prescription Generator ( Java ) DBSE CMA commit assistant ( Swing ) DBSE Assistant App ( Cross-Platform with Phonegap ) TrafficHistory ( Android Q App with Android Studio) Engineering Process Scrum Waterfall Cloud Service AWS SAA certificate Familiar with AWS services, including EC2, RDS, S3, lambda, SQS, etc. Experience in GCP and Azure Database MySQL DynamoDB SQLite MongoDB Version Control Git Github & GitLab SVN & Trac DevOps Docker AWS ECR, and ECS
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
National Cheng Kung University
・
Software Engineering & Database
IT Programmer @PT PADMATIRTA WISESA2020 ~ Present
・
Software Engineer
Within six months
Employed
Full-time / Interested in working remotely
4-6 years
MTSN TAMBAK BERAS
6-10 years
Anna University
・
Bachelor of Engineering B.E. , Computer Science
系統架構工程師 @聯發科技公司2018 ~ Present
・
Software Engineer
More than one year
紀成璞 (CHENG PU CHI) "Always facing the problems, think positive and never give up." I am a software developer and system architect in Mediatek now. My job is profile and analysis our SoC architecture to projection performance in pre-silicon and compare to our competitors. It can help our company to make the right strategy. Until now, I have 5+ year working experience in compute science industry. Specialties: Excellent in using profiling tools : Android Systrace, ARM DS-5 Streamline, Qualcomm Snapdragon profiler Advanced in projection CPU performance in pre-silicon Excellent in
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
國立清華大學
・
資訊工程
全端工程師 @智慧亨通股份有限公司2020 ~ 2021
・
Software Engineer
More than one year
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 串接 Microsoft Face API 辨識人臉 產
Employed
・
Not open to opportunities
Full-time / Not interested in working remotely
4-6 years
臺灣科技大學
・
資訊工程所
軟體工程師 @鈊象電子2014 ~ 2017
・
Software Engineer
Within six months
for analyzing over millions of data with less than 10 seconds loading time. Mentored new employees on code convention, and performed code reviews. Tech stack : Python, MongoDB, Redis, Git, Svn International Games System | A gaming company which manufactures arcade machines and designs games. Software Engineer OctMarPartnered with studio team to establish universe features for company wide-applied. The ongoing projects related shown below: FaFaFa - Real Casino Slots Golden Tiger Slots - Free Vegas Slots Paradise GoodLuck777 Fotozone - Back to Jurassic Pool Ace - King of 8 Ball Integrated over 20 SDKs for cross-platform solution, such as GooglePlay
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
台灣科技大學
・
資訊管理Employed
・
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
National Sun Yat-Sen University
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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.