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4 到 6 年
6 到 10 年
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15 年以上
Software engineer
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Algorithm 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
Python
AI & Machine Learning
Image Processing
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
Avatar of Max Shih.
Avatar of Max Shih.
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
C++ and C
Python
OpenCV
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
Avatar of Paul Tang.
Avatar of Paul Tang.
Senior Software Engineer @U-NEXT Co., Ltd.
2021 ~ 现在
Software Engineer
一個月內
vision API for fashion application - Upgrade legacy backend service to modern architecture. - Enable CI/CD flow and deployment - Build internal frontend application as a full-stack developer [Core technology] - Python/JavaScript - Django/Django Rest Framwork/Chalice AWS Lambda/Flask/FastAPI - Vue.js - Tensorflow/Keras/OpenCV Software Engineer • 盛星科技 | Astra Inc. 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
Python
Docker
Linux
就职中
全职 / 对远端工作有兴趣
4 到 6 年
Nation Taiwan University
Bioelectronic and Bioinformatics
Avatar of 林暉騰.
Avatar of 林暉騰.
AI與機器視覺工程師 @群創光電股份有限公司 InnoLux Corporation
2022 ~ 现在
Software Engineer
一個月內
Breathing Behaviour and Automatic Action Recognition 2015 From IP to Import Program Top資訊科技盃實務競賽 甲等  2015 New Taipei Industrial Value Creation Program for Academia 2015 Taipei International Invention Show & Technomart 2015 Taiwanese Society of Biomedical Engineers Image Processing Familiar with C++/Java development 5+ years experience in OpenCV development 6+ months experience in Image-J plug-in development Deep Learning 2 year experience in Python 2 year experience in Tensorflow 6+ months experience in Tensorflow-Lite Other 3+ years experience in Android development TOEIC :
Deep learning with TensorFlow
Keras
Computer Vision
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
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Data Analyst @R STUDIO
2022 ~ 现在
Software Engineer
一年內
Word
PowerPoint
Excel
就学中
Intern / 暂不考虑远端工作
4 到 6 年
BISE LAHORE BOARD
Metric
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Avatar of the user.
MTS Software Development Engineer @AMD
2022 ~ 现在
Software Engineer
一個月內
C++
Python
就职中
全职 / 对远端工作有兴趣
6 到 10 年
National Tsing Hua University
Mathematics
Avatar of 陳毅承.
Avatar of 陳毅承.
Co-Founder & Algorithm developer @iStaging
2015 ~ 现在
Software Engineer
超過一年
Yi-Cheng, Chen Team Management / Full Stack Developer Taipei,TW [email protected] Education Master of Science, Institutes of Multimedia Engineering National Chiao Tung University, 2011~2014 • Dissertation: Interactive Visual Analysis for Vehicle Detector Data Bachelor's Degree, Applied Mathematics National Chiao Tung University, 2006~2011 • Event General Coordinator of "Applied Mathematics Camp 2009" • Stage Manager / Actor of "Earth Boom" drama club Working Experience KooData, Technical Lead, Nov 2019 ~ Present Led an R&D team with agile development and b uild up CI/CD flow by Bitbucket / Cloudbuild / Jenkins. System architecture planning
Unity3D
pytorch
tensorflow
对远端工作有兴趣
4 到 6 年
National Chiao Tung University
Institutes of Multimedia Engineering
Avatar of Phidias Chiang.
Avatar of Phidias Chiang.
System Development Engineer @Amazon Web Services (AWS)
2023 ~ 现在
Software Engineer
半年內
and choosing the technology solution stack for the company's product Building software team's workflow and coding standards Building office's network and internal service infrastructure Software Engineer Tech Lead DT42 六月十月 2019Taipei, Taiwan Co-working with Acer to create a low overhead Python wrapper for Tensorflow Lite C++ image classification running on Acer aiSage device, which only adds 2 to 4 ms overhead Software Engineer DT42 十二月六月 2018Taipei, Taiwan Migrating backend architecture from AWS EC2 GPU instances to on-demand AWS ECS service, which reduce 80% costs Hardware Enablement
C++
C
Python
就职中
目前没有兴趣寻找新的机会
全职 / 对远端工作有兴趣
4 到 6 年
NSYSU, Taiwan
CSE
Avatar of 許軍斌.
Avatar of 許軍斌.
軟體工程師 @陞泰科技
2011 ~ 2019
software engineer
超過一年
1. 公司內部的產品(RSSoyal 與 psp刷卡機(network) 3. Denso雷射掃描器 4. 律基車牌辨識系統 5. TCIT人臉辨識 6. Axxon辨識系統 7. tensorflow辨識行人 8. honeywell整合(Modbus) CMS 1. rtsp live(ffmpeg+WPF) 2. onvif client 3. 回放介面與操作 4. 遠端備份NVR 5. 搖桿控制操作介面與
WPF Development
vue.js
asp.net core
目前没有兴趣寻找新的机会
全职 / 对远端工作有兴趣
10 到 15 年
國立勤益科技大學
電機工程

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一個月內
Senior Software Engineer
Logo of Synopsys.
Synopsys
2022 ~ 现在
台灣新竹
专业背景
目前状态
就职中
求职阶段
专业
软体工程师
产业
资讯服务
工作年资
1 到 2 年
管理经历
无管理经验
技能
C
C++
Golang
Kubernetes
Docker
Distributed Systems
Machine Learning
Deep Learning
Tensorflow
Keras
Parallel Computing
CUDA
Compiler
Algorithm
Cloud Computing
语言能力
English
进阶
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
台灣台北, 台灣新竹
远端工作意愿
对远端工作有兴趣
接案服务
学历
学校
國立清華大學
主修科系
Computer Science
列印

Experience

Synopsys Inc.

Jan. 2022 - Present

Senior Software Engineer

VCS - Verilog Compile Simulator

C++, C, Compiler Optimization, Parallel Computing, Python

  • Developed and supported debug functionality for SystemVerilog compile simulator
  • Parallelized design traversal in FSDB waveform dumping, speeding up runtime by 3x with multithreading
  • Optimized FSDB gate-data loading and reduced 10-60% runtime memory footprint, benefiting customers running hundreds-of-GB designs with tight memory budgets
  • Initiated a project to migrate STL hash tables to Abseil Swiss tables for a millions-line code base, reducing up to 70% peak memory usage and speeding up hash table queries by 100%
  • Debugged and resolved urgent customer issues in tight timelines (< 1 day TAT) with limited information, tools, and access to the environment

MediaTek Inc.

July 2020 - Aug. 2020

Software Engineer Intern

C, Python, Machine Learning

  • Designed memory management algorithm & firmware for real-time embedded system
  • Introduced machine learning and data visualization to automate issue analysis, saving 90% of human effort

Projects

Voda Scheduler

Feb. 2021 - Nov. 2022

 https://github.com/heyfey/vodascheduler  

(30+ stars)

GPU scheduler for elastic/distributed deep learning workloads in Kubernetes cluster 

Golang, Python, Distributed Systems

  • Architected and built a GPU scheduler using microservices architecture on top of Kubernetes and various open-source projects
  • Sped up overall training time by 2.38x and increased cluster utilization by 1.4x with
    • State-of-the-art scheduling algorithms with resource elasticity
    • Topology-aware scheduling & worker migration to consolidate resources
  • Designed and implemented heterogeneous scheduling, auto-scaling, and fault-tolerant mechanisms for the system

Publication

Tsung-Tso Hsieh, Che-Rung Lee: "Voda: A GPU Scheduling Platform for Elastic Deep Learning in Kubernetes Clusters", in IEEE International Conference on Cloud Engineering (IC2E), 2023

Education

National Tsing Hua University

Computer Science, M.S.

SCOPE Lab (Scientific Computing On Parallel Environment)

2019 - 2021

National Tsing Hua University

Double Major in Law and Computer Science, B.S.

2014 - 2018

简历
个人档案

Experience

Synopsys Inc.

Jan. 2022 - Present

Senior Software Engineer

VCS - Verilog Compile Simulator

C++, C, Compiler Optimization, Parallel Computing, Python

  • Developed and supported debug functionality for SystemVerilog compile simulator
  • Parallelized design traversal in FSDB waveform dumping, speeding up runtime by 3x with multithreading
  • Optimized FSDB gate-data loading and reduced 10-60% runtime memory footprint, benefiting customers running hundreds-of-GB designs with tight memory budgets
  • Initiated a project to migrate STL hash tables to Abseil Swiss tables for a millions-line code base, reducing up to 70% peak memory usage and speeding up hash table queries by 100%
  • Debugged and resolved urgent customer issues in tight timelines (< 1 day TAT) with limited information, tools, and access to the environment

MediaTek Inc.

July 2020 - Aug. 2020

Software Engineer Intern

C, Python, Machine Learning

  • Designed memory management algorithm & firmware for real-time embedded system
  • Introduced machine learning and data visualization to automate issue analysis, saving 90% of human effort

Projects

Voda Scheduler

Feb. 2021 - Nov. 2022

 https://github.com/heyfey/vodascheduler  

(30+ stars)

GPU scheduler for elastic/distributed deep learning workloads in Kubernetes cluster 

Golang, Python, Distributed Systems

  • Architected and built a GPU scheduler using microservices architecture on top of Kubernetes and various open-source projects
  • Sped up overall training time by 2.38x and increased cluster utilization by 1.4x with
    • State-of-the-art scheduling algorithms with resource elasticity
    • Topology-aware scheduling & worker migration to consolidate resources
  • Designed and implemented heterogeneous scheduling, auto-scaling, and fault-tolerant mechanisms for the system

Publication

Tsung-Tso Hsieh, Che-Rung Lee: "Voda: A GPU Scheduling Platform for Elastic Deep Learning in Kubernetes Clusters", in IEEE International Conference on Cloud Engineering (IC2E), 2023

Education

National Tsing Hua University

Computer Science, M.S.

SCOPE Lab (Scientific Computing On Parallel Environment)

2019 - 2021

National Tsing Hua University

Double Major in Law and Computer Science, B.S.

2014 - 2018