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Past
Backend Software Engineer @格拉墨科技有限公司
2022 ~ 2024
Software Engineer
Within one month
Java
SQL
Spring Boot
Unemployed
Ready to interview
Taiwan
Full-time / Interested in working remotely
4-6 years
國立臺灣師範大學 National Taiwan Normal University
Computer Science & Information Engineering
Avatar of HsuSE.
Avatar of HsuSE.
軟體工程師 @裕隆汽車製造股份有限公司
2022 ~ Present
Software Engineer
Within one month
實現地端模型即時部署與更新 AI 運算平台 API 服務(Python/Flask)開發 圖資後台網站系統 (C#) 功能開發 開發工具: Swift, Objective-C, Cordova, Python, Flask, Tensorflow, C#, Javascript, HTML/CSS, jQuery 專案兼任助理 中央氣象局 (衛星中心) • AprSep 2019 進行臺灣地區強降雨分析與預測,並使用深度學習方法建立
Swift/iOS
Flutter
git
Employed
Ready to interview
Taiwan
Full-time / Interested in working remotely
4-6 years
國立中興大學
資訊管理學系
Avatar of Ratnesh Kumar Kushwaha.
Avatar of Ratnesh Kumar Kushwaha.
Senior Software Engineer (Python/NLP/Flask) @PaceWisdom Solutions
2022 ~ Present
Software Engineer
Within one month
worked on ML Document classification using NLP. 3. Worked in HighIq, Hyderabad as ML expert doing projects on Tesseract, Multithreading, OCR, Doc Classification, Windows Services-Polling, NLP. 4. At Emorphis as Python Developer, worked on IoT project. I also worked on an Audio project using Tensorflow, Keras, and scikit. Done Anomaly detection. 5. Given expert lecture on 'Deep Learning' to about 100 students of SGSITS Indore. 6. Deployed 10+ web applications on Google cloud using Java and Python technologies. 7. Handled database of aboutentries in MySql, Postgres
Excel
Python
Flask-RESTful
Employed
Ready to interview
India
Full-time / Remote Only
4-6 years
SGSITS
Computer Engineering
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 ~ Present
Software Engineer
Within one month
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++/C#/Java development 7+ years experience in OpenCV development 6+ months experience in Image-J plug-in development Deep Learning 4 year experience in Python 2 year experience in Tensorflow & PyTorch 6+ months experience in Tensorflow-Lite Other 3+ years experience in Android development TOEIC :
Deep learning with TensorFlow
Computer Vision
Software Development
Employed
Ready to interview
Taiwan
Full-time / Not interested in working remotely
6-10 years
國立臺灣科技大學 National Taiwan University of Science and Technology
醫學工程
Avatar of Paul Tang.
Avatar of Paul Tang.
Senior Software Engineer @U-NEXT Co., Ltd.
2021 ~ Present
Software Engineer
Within two months
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
Employed
Japan
Full-time / Interested in working remotely
4-6 years
Nation Taiwan University
Bioelectronic and Bioinformatics
Avatar of Patrick Hsu.
Avatar of Patrick Hsu.
Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.
2021 ~ Present
Software Engineer
Within six months
Patrick Hsu AI Research & Development As a seasoned AI engineer with six years of experience, I specialize in computer vision, 3D body model reconstruction, generative AI, and possessing some knowledge in natural language processing (NLP). | New Taipei City, [email protected] Work Experience (6 years) Algorithm Research & Design• TG3D Studio MayPresent A skilled engineer specialized in computer vision and generative AI with experience in developing and training AI models for digital fashion applications. Body AI: Virtual Try On Integrated cutting-edge technologies such as Stable Diffusion, ControlNet, and Prompt Engineering to create a sophisticated system for
Python
AI & Machine Learning
Image Processing
Employed
Full-time / Interested in working remotely
4-6 years
國立台灣大學
生物產業機電工程所
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Avatar of the user.
Director of software R&D department @Phrozen Inc.
2024 ~ Present
Software Engineer
Within one year
C++ and C
Python
OpenCV
Employed
Full-time / Interested in working remotely
6-10 years
Georgia Institute of Technology
Doctor of Philosophy in Structural Engineering
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Avatar of the user.
MTS Software Development Engineer @AMD
2022 ~ Present
Software Engineer
Within one month
C++
Python
Employed
Full-time / Interested in working remotely
6-10 years
National Tsing Hua University
Mathematics
Avatar of Sheildon.Xu.
Avatar of Sheildon.Xu.
Senior Engineer @Senao Networks
2021 ~ Present
Software Engineer
Within six months
.1ad (QinQ) implementing. - Other tools (Data visualization tools and testing scripts). Programmer • AP-MIC JunDec 2019 Maintainer of NLU API Engine (Engine of OpenTalk system) and Kebbi App. - Python (Web Crawler, Image processing, NLP analysis, Web backend such as Django and Flask, Deep learning such as Tensorflow) - Java (Web Crawler, Android App) - Kotlin (Android App) - Docker (Docker, Compose) - GitLab (GitLab CI) - Git (Git Flow, GitLab Flow) EducationNational Taiwan University of Science and Technology, T aiwan Tech Information Management Computer Graphics and Multimedia Laboratory Word-level to Sentence-level Realistic Sign Language Video Generation for American Sign
python
linux
java
Employed
Taiwan
Full-time / Remote Only
4-6 years
National Taiwan University of Science and Technology, Taiwan Tech
Information Management
Avatar of 陳毅承.
Avatar of 陳毅承.
Co-Founder & Algorithm developer @iStaging
2015 ~ Present
Software Engineer
More than one year
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
Interested in working remotely
4-6 years
National Chiao Tung University
Institutes of Multimedia Engineering

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More than one year
Senior Software Engineer
Logo of Synopsys.
Synopsys
2022 ~ Present
台灣新竹
台灣
Professional Background
Current status
Employed
Job Search Progress
Professions
Software Engineer
Fields of Employment
Information Services
Work experience
1-2 years
Management
None
Skills
C
C++
Golang
Kubernetes
Docker
Distributed Systems
Machine Learning
Deep Learning
Tensorflow
Keras
Parallel Computing
CUDA
Compiler
Algorithm
Cloud Computing
Languages
English
Fluent
Job search preferences
Positions
Software Engineer
Job types
Full-time
Locations
台灣台北, 台灣新竹
Remote
Interested in working remotely
Freelance
No
Educations
School
國立清華大學
Major
Computer Science
Print

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

Resume
Profile

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