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Taipei City, Taiwan
Taiwan
IT
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Moins de 1 an
2 à 4 ans
4 à 6 ans
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National Tsing Hua University
國立清華大學
Taiwan
United States
台灣
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C++
InDesign
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Word
flash
illustrator
photoshop
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2010
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AMD
Adivic Technology
Appier 沛星互動科技
Fatek Automation
Ifunplay
Positive Grid
Skymizer
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Wistron
Intéressé par le travail à distance
Uniquement Travail à distance
Je ne suis pas indépendant
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Avatar of Zong-Ci, Lu.
Hors ligne
Avatar of Zong-Ci, Lu.
Hors ligne
Zong-Ci, Lu
MTS Software Development Engineer @AMD
・
2022 ~ Présent
Software Engineer
Dans 1 mois
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//10 Designed RF recorder software automation flow Designed and implemented RF recorder software GUI Designed, implemented and automated RF device calibration flow Wistron，2013//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
C++
Python
Employé
Temps plein / Intéressé par le travail à distance
6 à 10 ans
National Tsing Hua University
・
Mathematics
17,000+
Avatar of Vincent Lin.
Avatar of Vincent Lin.
Vincent Lin
freelancer @home
SOHO
Plus d'1 an
03 logo design for a noodle store Learn More Project 04 Description image for a Biotechnology company's product Learn More Project 05 A cover of my E-book Learn More Project 06 A design for a business card of my friend Learn More Project 07 A DM design for a gift show Learn More Project 08 A menu design for a coffee shop Learn More Project 08 A poster design for police school's celebration Learn More Project 07 A DM design for a gift show Learn More Project 07 A DM design for a gift show Learn More
Photoshop
Illustrator
Word
Temps partiel / Uniquement Travail à distance
4 à 6 ans
輔仁大學應用美術系
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Definition of Reputation Credits

Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
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Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
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Dans 1 mois
Avatar of Zong-Ci, Lu.
Zong-Ci, Lu
Coffeine to code converter
Logo of AMD.
AMD
・
2022 ~ Présent
Taipei City, Taiwan
Professional Background
Statut Actuel
Employé
Progrès de la Recherche d'Emploi
Professions
Other
Fields of Employment
Logiciel, Semi­-conducteur
Expérience Professionnelle
6 à 10 ans
Management
None
Compétences
C++
Python
Langues
Chinese
・
Natif ou Bilingue
English
・
Intermédiaire
Japanese
・
Débutant
Job search preferences
Position Désirée
Software Engineer
Type d'emploi
Temps plein
Lieu Désiré
Taipei, Taiwan, United States
Travail à distance
Intéressé par le travail à distance
Freelance
Non.
Éducation
École
National Tsing Hua University
Spécialisation
Mathematics
Imprimer

Zong-Ci Lu (Serge)

+886-963-453-205
[email protected]

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
Resume
Profile
Imprimer

Zong-Ci Lu (Serge)

+886-963-453-205
[email protected]

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