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进阶搜寻
On
4 到 6 年
6 到 10 年
10 到 15 年
15 年以上
Software engineer
就职中
・
目前没有兴趣寻找新的机会
全职 / 暂不考虑远端工作
4 到 6 年
國立臺灣科技大學 National Taiwan University of Science and Technology
・
醫學工程
Director of software R&D department @Phrozen Inc.2024 ~ 现在
・
Software Engineer
一個月內
Max Shih A math enthusiast and geeky computer vision algorithm engineer. Director, Software R&D Department Phrozen Inc., Taipei, TW [email protected] Skills Dev Tools C & C++ Python Version Control TortoiseSVN / Git Computer Vision 3D Scanner Development SLAM Open3D GUI Program Framework Qt + OpenGL / ImGui Math Statistics Optimizations Advanced Calculus Complex Analysis Topology / Tensor / Metric Spaces Theory Professions Algorithm developments Software project & team management Deep Learning Keras + TensorFlow OpenCV Languages Mandarin Chinese Taiwanese English, TOEIC 945 Work Experience Director of Software R&D Department, Feb 2024 ~ now
就职中
・
目前会考虑了解新的机会
全职 / 对远端工作有兴趣
6 到 10 年
Georgia Institute of Technology
・
Doctor of Philosophy in Structural Engineering
离线
离线
MTS Software Development Engineer @AMD2022 ~ 现在
・
Software Engineer
一個月內
com 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//05 Developed API for AIQUA service Skymizer，2020//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
就职中
全职 / 对远端工作有兴趣
6 到 10 年
National Tsing Hua University
・
MathematicsAlgorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.2021 ~ 现在
・
Software Engineer
一個月內
就职中
・
正在积极求职中
全职 / 对远端工作有兴趣
4 到 6 年
國立台灣大學
・
生物產業機電工程所
Senior Software Engineer @U-NEXT Co., Ltd.2021 ~ 现在
・
Software Engineer
一個月內
. 十二月四月Build innovative computer vision and pedestrian detection backend service - Build and maintain a high availability of deep learning-based computing systems - Develop human detection and facial recognition deep learning models and algorithms [Core technology] - Golang/Python - AWS/DynamoDB/SQS/EC2 - Tensorflow/Keras/OpenCV/openVINO Platform Engineer Intern • Intel 二月六月Survey internal paper and develop the internal script for Xeon SP testing platform - FPGA, OpenCL deep learning and machine learning research - Develop an internal Demo application for deep learning usage with Qt/C+
就职中
全职 / 对远端工作有兴趣
4 到 6 年
Nation Taiwan University
・
Bioelectronic and Bioinformatics就学中
Intern / 暂不考虑远端工作
4 到 6 年
BISE LAHORE BOARD
・
Metric 最轻量、快速的招募方案，数百家企业的选择
搜寻简历，主动联系求职者，提升招募效率。
- 浏览所有搜寻结果
- 每日可无限次数开启陌生对话
- 搜尋僅開放付費企業檢視的简历
- 检视使用者信箱 & 电话
搜寻技巧
1
Search a precise keyword combination
senior backend php
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"business development"
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Use the minus sign to eliminate results containing certain words
UI designer -UX
职场能力评价定义
专业技能
该领域中具备哪些专业能力（例如熟悉 SEO 操作，且会使用相关工具）。
问题解决能力
能洞察、分析问题，并拟定方案有效解决问题。
变通能力
遇到突发事件能冷静应对，并随时调整专案、客户、技术的相对优先序。
沟通能力
有效传达个人想法，且愿意倾听他人意见并给予反馈。
时间管理能力
了解工作项目的优先顺序，有效运用时间，准时完成工作内容。
团队合作能力
具有向心力与团队责任感，愿意倾听他人意见并主动沟通协调。
领导力
专注于团队发展，有效引领团队采取行动，达成共同目标。
专业背景
目前状态
就职中
求职阶段
专业
其他
产业
软件, 半导体
工作年资
6 到 10 年
管理经历
无
技能
语言能力
Chinese
・
母语或双语
English
・
中阶
Japanese
・
初阶
求职偏好
希望获得的职位
Software Engineer
预期工作模式
全职
期望的工作地点
Taipei, Taiwan, United States
远端工作意愿
对远端工作有兴趣
接案服务
否
学历
学校
National Tsing Hua University
主修科系
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