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Engineer @Vyond2023 ~ Hiện tại
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Software Engineer
Trong vòng một tháng
. Innodev-Tech Taiwan, iOS app manager, Mar 2015 ~ Feb 2016 Led 3 comrades and worked on a social media app which is capable of multimedia chatting, sharing, and reaching local vendor. I trained these comrades from 0 experience in iOS development to be capable to work alone in Objective-C, then I went to study more fundamental framework like AVFoundation, CoreAudio. Avermedia, Android application engineer, Dec 2013 ~ Mar 2015 Handled streaming media app which broadcast TV content from a dongle in LAN, participated in live app development, and also studied part of Android 4.4 framework
Đã có việc làm
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Tắt trạng thái tìm việc
Full-time / Quan tâm đến làm việc từ xa
6-10 năm
National Sun Yat-Sen University
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Electronic Engineering
Software engineer
Hơn một năm
Kai-Kai Hsu Software Engineer • Taipei，TW • [email protected] •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
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Full-time / Quan tâm đến làm việc từ xa
10-15 năm
中央大學
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資訊工程
MTS Software Development Engineer @AMD2022 ~ Hiện tại
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Software Engineer
Trong vòng một tháng
Đã có việc làm
Full-time / Quan tâm đến làm việc từ xa
6-10 năm
National Tsing Hua University
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MathematicsTechnical Lead @Photon2018 ~ 2020
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Software Engineer
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6-10 năm
Anna University
・
Bachelor of Engineering B.E. , Computer SciencePast
Senior Software Engineer @Taiwan Rakuten Ichiba, Inc.2018 ~ 2021
・
Software engineer
Trong vòng một tháng
Thất nghiệp
Full-time / Quan tâm đến làm việc từ xa
6-10 năm
Chang Jung Christian University (長榮大學)
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Information ManagementiOS Software Engineer @Target Minneapolis2019 ~ Hiện tại
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Software Engineer
Hơn một năm
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)
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
University of Michigan
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Computer ScienceKế hoạch tuyển dụng đơn giản và hiệu quả nhất
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Vị trí
Software Engineer
Loại hình công việc
Full-time
Địa điểm
Taipei, Taiwan, United States
Làm việc từ xa
Quan tâm đến làm việc từ xa
Freelance
Không.
Học vấn
Trường học
National Tsing Hua University
Chuyên ngành
Mathematics
Experience
AMD，2022/05 - present
- Develop GEMM kernel for AMD GPU in GCN assembly
- Study on different stratedies on GPU kernel fusion such as GEMM + GEMM and GEMM + Softmax + GEMM
Appier，2022/03 - 2022/05
- Developed API for AIQUA service
Skymizer，2020/01 - 2022/03
- TensorFlow integration with DLA (Deep Learning Accelerator)
- Sped up float to int8 quantization by using x86 SIMD instructions(10%~50% improvement depends on batch size)
- Developed customized neural network visualization tool to help developers to debug graph partitioning result
- Amended forward shape inference in TensorFlow(e.g. Pad)
- Utilized backward shape inference to enhance graph partitioning result(200% size in Mask RCNN)
- Neural network quantization and calibration for specific DLA(including CMSIS-NN & Andes NN library backend, used in Tiny ONNC)
- Customized neural network inference engine with MLIR for specific DLA simulation
- Achieved 99.9+% accuracy in int8 mode of specific DLA for DLRM model in a tight schedule
- Built deep learning model calibrator with MLIR
- Studied state-of-the-art deep learning model quantization/calibration methods and implement them in C++ for specific DLA.
Positive Grid，2016/07 - 2020/01
- Developed models and controllers in native layer(C++ & JUCE) of web-based desktop app(e.g. BIAS Amp, BIAS FX,...)
- Developed backend service(Python & Flask) for music information retrieval and MIDI file generating on Google Cloud Platform(for GoGuitar)
- Developed real-time harmonic pitch class profiling & chord detection module for GoGuitar(C++ & Objective-C for iOS bridge)
- Developed cross-category item recommendation system for GoGuitar(Python & LightFM)
- Developed JACK-based audio application on embedded Linux
- Developed QML GUI app on embedded Linux
Fatek Automation，2015/11 - 2016/07
- Designed and implemented front-end software(Qt, C++ and some Python) for motion controller
- Studied and implemented help document framework for HMI design tool
- Implemented ladder logic programming language viewer for FATEK PLC
Adivic Technology，2014/04 - 2015/10
- Designed RF recorder software automation flow
- Designed and implemented RF recorder software GUI
- Designed, implemented and automated RF device calibration flow
Wistron，2013/12 - 2014/03
- Implemented algorithms for single/stereo camera calibration
- Implemented an orientation and distance detection algorithm which inspired by camera calibration(see the YouTube link)
IFUNPLAY，2013/08 ~ 2013/11
- Microsoft *.doc, *.xls, *.ppt format parser for iOS app
TesterSoft，2012/02 - 2013/05
- Developed defect(line width, line space, pinhole...etc) detection algorithm for PCB film
- Designed and implemented AOI software GUI by using Qt
- Created an auto-correlation based image quality checking algorithm for camera auto-focus
- Created a peak detection algorithm which be used in 3D scene reconstruction for laser triangulation method
Education
M.S., Mathematics, 2010, National Tsing Hua University, Hsinchu
B.S., Mathematics, 2008, National Tsing Hua University, Hsinchu
Skills
Programming Languages
- Modern C++
- Python 3
Libraries/Frameworks
- JUCE
- Qt
Experience
AMD，2022/05 - present
- Develop GEMM kernel for AMD GPU in GCN assembly
- Study on different stratedies on GPU kernel fusion such as GEMM + GEMM and GEMM + Softmax + GEMM
Appier，2022/03 - 2022/05
- Developed API for AIQUA service
Skymizer，2020/01 - 2022/03
- TensorFlow integration with DLA (Deep Learning Accelerator)
- Sped up float to int8 quantization by using x86 SIMD instructions(10%~50% improvement depends on batch size)
- Developed customized neural network visualization tool to help developers to debug graph partitioning result
- Amended forward shape inference in TensorFlow(e.g. Pad)
- Utilized backward shape inference to enhance graph partitioning result(200% size in Mask RCNN)
- Neural network quantization and calibration for specific DLA(including CMSIS-NN & Andes NN library backend, used in Tiny ONNC)
- Customized neural network inference engine with MLIR for specific DLA simulation
- Achieved 99.9+% accuracy in int8 mode of specific DLA for DLRM model in a tight schedule
- Built deep learning model calibrator with MLIR
- Studied state-of-the-art deep learning model quantization/calibration methods and implement them in C++ for specific DLA.
Positive Grid，2016/07 - 2020/01
- Developed models and controllers in native layer(C++ & JUCE) of web-based desktop app(e.g. BIAS Amp, BIAS FX,...)
- Developed backend service(Python & Flask) for music information retrieval and MIDI file generating on Google Cloud Platform(for GoGuitar)
- Developed real-time harmonic pitch class profiling & chord detection module for GoGuitar(C++ & Objective-C for iOS bridge)
- Developed cross-category item recommendation system for GoGuitar(Python & LightFM)
- Developed JACK-based audio application on embedded Linux
- Developed QML GUI app on embedded Linux
Fatek Automation，2015/11 - 2016/07
- Designed and implemented front-end software(Qt, C++ and some Python) for motion controller
- Studied and implemented help document framework for HMI design tool
- Implemented ladder logic programming language viewer for FATEK PLC
Adivic Technology，2014/04 - 2015/10
- Designed RF recorder software automation flow
- Designed and implemented RF recorder software GUI
- Designed, implemented and automated RF device calibration flow
Wistron，2013/12 - 2014/03
- Implemented algorithms for single/stereo camera calibration
- Implemented an orientation and distance detection algorithm which inspired by camera calibration(see the YouTube link)
IFUNPLAY，2013/08 ~ 2013/11
- Microsoft *.doc, *.xls, *.ppt format parser for iOS app
TesterSoft，2012/02 - 2013/05
- Developed defect(line width, line space, pinhole...etc) detection algorithm for PCB film
- Designed and implemented AOI software GUI by using Qt
- Created an auto-correlation based image quality checking algorithm for camera auto-focus
- Created a peak detection algorithm which be used in 3D scene reconstruction for laser triangulation method
Education
M.S., Mathematics, 2010, National Tsing Hua University, Hsinchu
B.S., Mathematics, 2008, National Tsing Hua University, Hsinchu
Skills
Programming Languages
- Modern C++
- Python 3
Libraries/Frameworks
- JUCE
- Qt