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4-6 năm
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Software engineer
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Senior Software Engineer @U-NEXT Co., Ltd.
2021 ~ Hiện tại
Software Engineer
Trong vòng một tháng
Python
Docker
Linux
Đã có việc làm
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
Nation Taiwan University
Bioelectronic and Bioinformatics
Avatar of Zong-Ci, Lu.
Avatar of Zong-Ci, Lu.
MTS Software Development Engineer @AMD
2022 ~ Hiện tại
Software Engineer
Trong vòng một tháng
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++
C++
Python
Đã có việc làm
Full-time / Quan tâm đến làm việc từ xa
6-10 năm
National Tsing Hua University
Mathematics
Avatar of Kobe Yu.
Avatar of Kobe Yu.
Ph.D. Student @NTHU
Software engineer
Trong vòng sáu tháng
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
C/C++
Python
Deep Learning
6-10 năm
國立清華大學
Computer Science

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Trong vòng ba tháng
Research Assistant
國立成功大學 電機研究所
2020 ~ Hiện tại
Tainan, 台灣
Professional Background
Tình trạng hiện tại
Đã có việc làm
Tiến trình tìm việc
Tắt trạng thái tìm việc
Professions
Machine Learning Engineer, Python Developer, Node.js Developer
Fields of Employment
Phần mềm, Trí tuệ nhân tạo/ Máy học, Mạng máy tính
Kinh nghiệm làm việc
Dưới 1 năm
Management
Chưa có
Kỹ năng
Algorithm
Node.js / Express.js
Machine Learning
Algorithms and Data Structures
Ngôn ngữ
English
Trung cấp
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Vị trí
Software Engineer
Loại hình công việc
Full-time
Địa điểm
Taiwan
Làm việc từ xa
Quan tâm đến làm việc từ xa
Freelance
Học vấn
Trường học
國立成功大學 電機研究所
Chuyên ngành
電機所
In

Ding-You Wu | 吳定祐

 (+886) 961-509-562   timyo wu    [email protected]    wtyo1768

Education


National Cheng Kung University 

Master of Electrical Engineering

• GPA: 3.74/4.3

• Major in Machine learning & Representation learning

Tainan Taiwan

2020/09 - 2022/06

National Cheng Kung University 

Bachelor of Electrical Engineering

• GPA: 3.08/4.3

Tainan Taiwan

2017/09 - 2020/06

Experience


Product Developer

Cloud Platform Team, Synology


Xinpei Taiwan

2022/08 - Present

Graduate research assistant

Urban science & computing Lab, National Cheng Kung University

• Advisor : Hsun-Ping Hsieh

• Thesis topic [1] :  Machine Learning for Prediction of Recurrence using Combined Clinical and MRI Texture Features

• Develop a framework based on machine learning and ensemble learning to predict the symptoms of the brain tumor


Tainan Taiwan

2019/02 - 2022/8

Undergraduate research assistant

Urban science & computing Lab, National Cheng Kung University

• Research on Representation learning in computer vision

Tainan Taiwan

2019/02 - 2020/06

Honors & awards


AI CUP Competition on Medical Dialogue Decision

Honorable mentionsMinistry of Education 

Build name entity recognition model to detect personally sensitive words 

Genius for Home Competition

Special awards, MEDIATEK 

• Design framework to detect illegally modified exhaust pipes on scooters

  Tainan Taiwan

  2021/02


  Hsinchu Taiwan

  2020/12

Publications


[1] Machine Learning for Prediction of Recurrence in Parasagittal and Parafalcine Meningiomas: Combined Clinical and MRI Texture Features Journal of Personalized Medicine. 2022 

Authors : Hsieh H-P*, Wu D-Y*, Hung K-C, Lim S-W, Chen T-Y, Fan-Chiang Y, Ko C-C.  (*Equal contribution)

Skills


Machine Learning, Deep Learning, Node js, Software Engineering, Linux, Git

Programming Language : Python, Javascript



Resume
Hồ sơ của tôi

Ding-You Wu | 吳定祐

 (+886) 961-509-562   timyo wu    [email protected]    wtyo1768

Education


National Cheng Kung University 

Master of Electrical Engineering

• GPA: 3.74/4.3

• Major in Machine learning & Representation learning

Tainan Taiwan

2020/09 - 2022/06

National Cheng Kung University 

Bachelor of Electrical Engineering

• GPA: 3.08/4.3

Tainan Taiwan

2017/09 - 2020/06

Experience


Product Developer

Cloud Platform Team, Synology


Xinpei Taiwan

2022/08 - Present

Graduate research assistant

Urban science & computing Lab, National Cheng Kung University

• Advisor : Hsun-Ping Hsieh

• Thesis topic [1] :  Machine Learning for Prediction of Recurrence using Combined Clinical and MRI Texture Features

• Develop a framework based on machine learning and ensemble learning to predict the symptoms of the brain tumor


Tainan Taiwan

2019/02 - 2022/8

Undergraduate research assistant

Urban science & computing Lab, National Cheng Kung University

• Research on Representation learning in computer vision

Tainan Taiwan

2019/02 - 2020/06

Honors & awards


AI CUP Competition on Medical Dialogue Decision

Honorable mentionsMinistry of Education 

Build name entity recognition model to detect personally sensitive words 

Genius for Home Competition

Special awards, MEDIATEK 

• Design framework to detect illegally modified exhaust pipes on scooters

  Tainan Taiwan

  2021/02


  Hsinchu Taiwan

  2020/12

Publications


[1] Machine Learning for Prediction of Recurrence in Parasagittal and Parafalcine Meningiomas: Combined Clinical and MRI Texture Features Journal of Personalized Medicine. 2022 

Authors : Hsieh H-P*, Wu D-Y*, Hung K-C, Lim S-W, Chen T-Y, Fan-Chiang Y, Ko C-C.  (*Equal contribution)

Skills


Machine Learning, Deep Learning, Node js, Software Engineering, Linux, Git

Programming Language : Python, Javascript