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4-6 năm
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Avatar of Wang Chunshan.
Avatar of Wang Chunshan.
Data Engineer @TSMC 台積電
2022 ~ Hiện tại
資料分析師、演算法工程師、軟體工程師、軟體專案管理
Trong vòng một tháng
Chun Shan, Wang [email protected] SUMMARY I'm a skilled software engineer, experienced in NLP and Data Engineering for over 4 years. I've delivered dependable solutions across commercial, educational, and psychological counseling domains. Expertise lies in deploying stable systems, ensuring valuable and trustworthy development. My background seamlessly integrates data and machine learning for comprehensive solutions. KEYWORDS: Python, NLP/NLU, Backend, Data, CI/CD, kubernetes, JAVA Spring, EXPERIENCE Data Engineer,now, TSMC I Build and improved the Python/JAVA services, including caching service with mongoDB and Redis, monitoring
Backend Development
NLP
Python
Đã có việc làm
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
國立中央大學 National Central University
網路學習科技研究所
Avatar of 宋浩茹 Ellie Sung.
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Trong vòng một tháng
into practical applications. Skills Languages: Python, R, SQL, MATLAB, C, C#, JavaScript, Node.js Software & Tools: PyTorch, PyTorch Lightning, Tensorflow, Scikit-Learn, NLTK , GCP, Linux, SQL / NoSQ , Pandas, Hugging Face, Gradio, LangChain, Tensorflow, Keras, FastAPI, OpenCV, Airflow, Git, Docker, Jenkins, Line Bot , Azure Bot Service, Tableau ML & NLP Techniques: LMOps, RAG, Fine-tune LLMs, Text Generation, Multi-Document Summarization, Recommendation System, Text Classification, Named Entity Recognition, CoT Research and Work Experience Research Assistant OctPresent Institute of Information Science, Academia Sinica, Taiwan Natural Language and Knowledge Processing Lab (NLP Lab) National Taiwan University Hospital (NTUH): Focused on
Python
R
Natural Language Processing (NLP)
Đã có việc làm
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
國立政治大學(National Chengchi University)
資訊科學系
Avatar of the user.
Avatar of the user.
Past
專案行銷企劃 @山海觀國際整合行銷有限公司
2023 ~ 2024
Community Management / Social Media Marketing / Senior Copywriter
Trong vòng một tháng
Word
PowerPoint
Excel
Thất nghiệp
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
Chung Hua University (CHU) 中華大學
觀光會議與展覽規劃學位學程
Avatar of 邱義塵.
Avatar of 邱義塵.
Past
Data Engineer @Rooit Inc. (XO App)
2023 ~ 2023
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Trong vòng một tháng
資料庫的data pipeline,以及資料Graph visualization - 利用Graph Neural Network進行初步惡意流量檢測 - 利用Graph Neural Network進行Fake News Detection - 研究可應用於資安領域的DL/ML 模型 中佑資訊有限公司, 深度學習演算法工程師, Mar 2020 ~ Apr 2021 Python/Reinforcement Learning/Data Analysis/SQL - 數據分析:分析與模仿玩家行為、計算遊
Python
Data Analysis
Data Science
Thất nghiệp
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
6-10 năm
中國醫藥大學(China Medical University)
臨床醫學研究所
Avatar of 傅群.
Avatar of 傅群.
Data Science Competition Participant @Self-Employed
2020 ~ Hiện tại
資料科學家
Trong vòng một tháng
年約10,000+遊客), 視覺化呈現建築營運 學歷 National University of Singapore Department of building •專攻建築能源和營運的機器學習技術。研究全面涵蓋了應用ML/DL的預測、異常檢測、缺失數據填補和數據生成 - Technical team in Kaggle competition: <ASHRAE - Great Energy Predictor III>近20年最大的建築能源數據競賽, 數據集涵蓋
Microsoft Office
python
machine learning
Đang học tập
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
National University of Singapore
Department of building
Avatar of the user.
Avatar of the user.
Past
Web Frontend Developer @Mlytics
2019 ~ 2023
網頁前端工程師
Trong vòng một tháng
JavaScript
CSS3
HTML5
Thất nghiệp
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
6-10 năm
明新科技大學
資訊工程系
Avatar of Nelson Tai.
Avatar of Nelson Tai.
資深軟體工程師 @Impakt
2021 ~ 2021
Engineering Manager, App Team Lead, Senior iOS Developer
Trong vòng hai tháng
身愛好者可以隨時加入課程。 整合 Unity 專案到我們用 SwiftUI + TCA ( The Composable Architecture ) 架構開發的專案 整合影像擷取與我們私有的影像分析 ML framework 使用 SwiftUI 開發畫面 設定 MS App Center 與 Apple TestFlight,與處理 code signing 問題 八月六月 2021 資深系統工程師 Verifone 惠爾訊科技 Verifone 深耕電子支付交
people management
ios
objective-c
Đã có việc làm
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
10-15 năm
元智大學
Computer Science
Avatar of SHYH-WEI,LIOU.
Avatar of SHYH-WEI,LIOU.
Past
FIRST CLASS SECOND ENGINEER @Evergreen Marine Corp
2017 ~ 2024
Chief engineer
Trong vòng một tháng
月Responsible for a group of vessels to be always operational and always in compliance with all certifications from class and flag and other stakeholders. -Responsible for maintaining and updating/optimizing the system after repair and docking. -Responsible for the inspection plan includes Class, statutory inspection, ISM, MLC, IPSP etc. -Responsible for arranging and performing regular ship inspections, maintenance and repairs -Responsible for updating of vessels certificates, plan and order survey etc. -Part of the Company Emergency Team. FIRST CLASS ENGINEER Evergreen Marine Corp • 二月四月To supervise the daily operations and
Marine Engineering
Engineering Management
Shipbuilding
Thất nghiệp
Sẵn sàng phỏng vấn
Full-time / Không quan tâm đến làm việc từ xa
6-10 năm
國立高雄科技大學 National Kaohsiung University of Science and Technology
Marine engineering
Avatar of the user.
Avatar of the user.
Past
Freelance @j172.tw
2024 ~ Hiện tại
Project Manager、PM、專案經理、UX、網站企劃、產品企劃
Trong vòng một tháng
C#
vue.js
JavaScript / ES6 / jQuery
Thất nghiệp
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
10-15 năm
Shih Hsin University
Depatment of Information Mangement,Group of Information Technology
Avatar of Tim Barretto.
Avatar of Tim Barretto.
Solutions Architect @BORN Group
2022 ~ Hiện tại
Solutions Architect
Trong vòng hai tháng
the technical aspects of solution design, ensuring the feasibility and efficiency of proposed solutions while utilising my expertise in managing teams. London, GB Skills PHP : CodeIgniter, Laravel, Symfony, Wordpress JavaScript : Angular, React, Next.js, TypeScript, Node.js Databases : MySQL, PostgreSQL, MongoDB Java : Spring, Maven, Freemarker AI/ML : YOLO, GPT-4, OpenAI, Keras Shell Scripting : Python, Perl, Ruby Web : CSS, HTML, SEO Web Services : SOAP, XML-RPC, REST Version Control : Git, SVN, CVS CI/CD : Jenkins Other : Adobe Commerce (Magento), Adobe App Builder, Adobe Experience Manager (AEM), Adobe Creative Suite Google Tag Manager (GTM) Google Analytics
Implementation
Communications
Collaboration
Đã có việc làm
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
Hơn 15 năm
Darrick Wood Secondary School
A-Levels

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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.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
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Trong vòng một tháng
Senior Software Engineer
Logo of Synopsys.
Synopsys
2022 ~ Hiện tại
台灣新竹
Professional Background
Tình trạng hiện tại
Đã có việc làm
Tiến trình tìm việc
Professions
Software Engineer
Fields of Employment
Dịch vụ cung cấp thông tin
Kinh nghiệm làm việc
1-2 năm
Management
Chưa có
Kỹ năng
C
C++
Golang
Kubernetes
Docker
Distributed Systems
Machine Learning
Deep Learning
Tensorflow
Keras
Parallel Computing
CUDA
Compiler
Algorithm
Cloud Computing
Ngôn ngữ
English
Thông thạo
Job search preferences
Vị trí
Software Engineer
Loại hình công việc
Full-time
Địa điểm
台灣台北, 台灣新竹
Làm việc từ xa
Quan tâm đến làm việc từ xa
Freelance
Không.
Học vấn
Trường học
國立清華大學
Chuyên ngành
Computer Science
In

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
Hồ sơ của tôi

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