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Acer 宏碁
Institute for Information Industry
中佑集團 凡谷興業
資通電軍網路戰聯隊
104人力銀行_一零四資訊科技股份有限公司
17 Media
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Advanced Semiconductor Engineering, INC. 日月光半導體製造股份有限公司
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Avatar of the user.
Avatar of the user.
Available for paid companies
技術經理 @SYSTEX 精誠資訊
・
2021 ~ Present
Hybrid Architect and Backend Engineer
Within one month
Golang
Oracle Database
PostgreSQL
Employed
・
Ready to interview
Full-time / Interested in working remotely
More than 15 years
臺灣國立空中大學
・
法律專班
Avatar of the user.
Avatar of the user.
Available for paid companies
Past
Staff Software Engineer @VicOne (A subsidiary of Trend Micro)
・
2021 ~ 2023
軟體工程師
Within one month
C++
C
Python
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
Yuan Ze University
・
Electrical Engineering (Group: Digital Technology)
Avatar of the user.
Avatar of the user.
Available for paid companies
Senior Software Engineer
Within one month
Automation
DevOps
Python
Ready to interview
Full-time / Interested in working remotely
6-10 years
National ChangHua University of Education
・
Computer Science
Avatar of Chung David.
Avatar of Chung David.
Chung David
Past
IoT software engineer @Upwork as a Freelancer
・
2022 ~ Present
CTO、Sr.Software Manager、Sr.Software Engineer
Within one month
系統設備）的更新。 熟悉的技術： a. 嵌入式Linux、Yocto專案、QT、Cmake、Docker b. MCU、Cortex M、Modbus、OPCUA c. IoT AWS、Apache Kafka d. Java web Spring boot、RESTFUL API、Mysql DB、Mongodb e. Python、Flask、Django、OpenCV Eng. Ver. Responsible for the update of the real-time monitoring system (embedded system device with web java-based GUI) for the province-wide gateway control of Taiwan’s high-speed rail. 二月七月 2022 IoT software engineer 谷林運
C programming Language
c++ and c#
Java software development
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
More than 15 years
國立中興大學
・
物理
Avatar of 劉政威.
Avatar of 劉政威.
劉政威
Sr. Backend Engineer @麻布數據科技股份有限公司
・
2023 ~ Present
Software Engineer
Within one month
質的資訊服務，更可能需要兩者並存，以貼合用戶的需求。 Email: [email protected] New Taipei City, Taiwan 技能 MsSQL / MySQL Google Cloud Platform (GCP) Kubernetes Redis Docker ClickHouse Argocd Argoworkflows DBT Terragrunt Python Programming Go Programming 工作經歷 Sr. Backend Engineer 麻布數據科技股份有限公司 • 四月Present 1. Backend 開發經驗 ‧ 在 microservice 中建立 RESTful API 和 gRPC 端點服務 ，建構發
MsSQL / MySQL
Google Cloud Platform (GCP)
Kubernetes
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
國立中央大學 National Central University
・
通訊工程系
Avatar of 林宗翰 Jeff Lin.
Avatar of 林宗翰 Jeff Lin.
林宗翰 Jeff Lin
DevOps Engineer @Lilee Systems
・
2023 ~ Present
SRE /DevOps engineer
Within one month
林宗翰 Jeff Lin DevOps Engineer Taipei City, Taiwan Hi I am Jeff, I have 2 years experience in network maintenance and 3 years experience in software system development and operation. I hold 3 certifications from AWS, which are AWS DOP, AWS SAA and AWS CLF. I am familiar with Shell Script, Python programming, CI/CD, AWS/GCP Public Cloud, Linux Operating, Monitoring, and Troubleshooting. Currently, I work as a DevOps Engineer at LILEE Systems. I am responsible for internal Engineering Tools, CI/CD, development, deployment, and maintenance of the company's
AWS
GCP
CI/CD
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立台北科技大學 NTUT
・
Electronic Engineering
Avatar of 許景濬.
Avatar of 許景濬.
許景濬
專業副理 @元大銀行
・
2023 ~ Present
PM/產品經理/專案經理/商業分析師/決策分析師
Within one month
我所期待的，也因此在科技的基礎到先進演算法技術亦或是資訊安全技術皆有經驗，這就是我的優勢。 — By Ray 技能 data stage etl tool python programming PMP國際專案管理師證照 Scrum PMI-ACP 學歷國立台灣師範大學 教育心理與輔導學系測驗科技組博士班世新大學 資訊管理
data stage etl tool
python programming
PMP國際專案管理師證照
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立台灣師範大學 National Taiwan Normal University
・
教育心理與輔導學系測驗科技組博士班
Avatar of 陳柄宏.
Avatar of 陳柄宏.
陳柄宏
Staff Cloud Architect Enginner @域動行銷股份有限公司
・
2023 ~ Present
雲端工程師，雲端架構師，數據架構師
Within one month
CHEN, PING-HUNG 陳 柄 宏 Cloud Data Engineer New Taipei City, Taiwan I hold certifications for both AWS and Azure platforms, and have been continuously deepening my knowledge in cloud computing. I am skilled in using Python programming language for data science-related tasks and automation operations. I have participated in big data projects such as smart transportation and real estate prediction, and I aspire to not only leverage my current skillset but also to be part of a team that encourages learning and growth for future [email protected] Skills Python Program writing
git
hadoop ecosystem
MongoDB
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
輔仁大學
・
圖書資訊
Avatar of 林奕勳.
Avatar of 林奕勳.
林奕勳
人工智慧工程師 @玉山銀行智能金融處 (Intelligent Finance Dept., E-SUN Bank )
・
2020 ~ Present
Machine Learning Researcher / Engineer
Within one month
Jeffrey Lin ( 林奕勳 ) ESUN Bank, Intelligent Finance Technology Department, AI Engineer focusing on Enterprise-Level ML Frameworks and Design Patterns [email protected] TW, Taipei CAREER SUMMARY 6+ years of deep learning research and development experience, with a strong ability in prototyping, evaluation, and deployment of models, in both academical and industrial environment. 2+ years of financial AI development experience, specialized in the design of python API, SDK, and framework for optimizing the deployment flow of data science, ETL, and machine learning pipelines. 1+ year of participation in the technology management
Research
Music Information Retrieval
Natural Language Processing
Employed
Full-time / Interested in working remotely
4-6 years
National Taiwan University
・
Graduate Institute of Communication Engineering
Avatar of 陳居億/Chu-I Chen.
Avatar of 陳居億/Chu-I Chen.
陳居億/Chu-I Chen
CakeResume Premium Badge
資訊網路官 @資通電軍網路戰聯隊
・
2016 ~ Present
資安工程師
Within one month
設計建立與維護 IoT 設備、Android app的逆向工程/漏洞挖掘 於任職期間5年內累積獲得兩個獎章（第2年、第5年）。 Education University of Michigan(Coursera) Using Python to Access Web DataHebrew University of Jerusalem(Coursera) Build a Modern Computer from First Principles: From Nand to TetrisUniversity of California, Irvine(Coursera) The Raspberry Pi Platform and Python Programming for the Raspberry Pi國防大學理工學院 Chung Cheng Institute of Technology, NDU 資
C
C++
Python
Reputation Credits2
Employed
Full-time / Interested in working remotely
4-6 years
University of Michigan(Coursera)
・
Using Python to Access Web Data

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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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Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
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More than one year
Avatar of 簡孝羽.
簡孝羽
台灣基隆
Professional Background
Current status
Unemployed
Job Search Progress
Not open to opportunities
Professions
Machine Learning Engineer
Fields of Employment
Work experience
Less than 1 year
Management
None
Skills
Tensorflow/Keras
OpenCV
Pandas Scikit-Learn Matplotlib
python programming
Deep learning with TensorFlow
Machine Learning
Languages
English
・
Intermediate
Job search preferences
Positions
人工智慧工程師、軟體設計工程師、Deep learning engineer、Machine learning engineer、深度學習工程師、機器學習工程師
Job types
Full-time
Locations
台灣台北市
Remote
Interested in working remotely
Freelance
No
Educations
School
淡江大學
Major
資訊工程學系
Print

  Keelung City, Taiwan

Email: [email protected]

Phone: 0933101297

Github: github.com/Rainman5042 

簡孝羽

淡江大學資訊工程碩士

  AI Engineer  | 積極負責 | 擅於溝通 | 適應力強 | 勇於嘗試新事物

  • 多次競賽相關經驗
  • 碩士研究 - 基於深度學習 BERT 語言模型之醫療影像報告生成系統
  • 深度學習｜影像處理｜ 自然語言

於碩士在學期間研究影像處理、自然語言以及影像描述等技術，並將其應用於醫療影像的判讀以及醫療報告生成，期許利用自身所學，降低醫療系統的龐大負擔。在學期間曾參加全國性競賽，並於2019全國智慧製造大數據競賽成功進入決賽，以及2021 Tomofun狗音辨識AI挑戰賽排名前9%，樂於應用自身所學解決各領域所遇到的問題。

Skills

Programing & IDEs

  • Python ( 3+ years experience )
  • Jupyter Notebook
  • Visual Studio

Package

  • Tensorflow 
  • Keras
  • Scikit-Learn
  • Numpy
  • Pandas
  • NLTK
  • OpenCV
  • Matplotlib

ML Algorithms

  • Data Preprocessing
  • Feature Engineering 

  • Model Design, Training

  • Data Visualization

  • Transfer Learning  

Machine Learning

  • Statistic Analysis
  • Linear/Logistic Regression
  • Classification

  • Image Captioning

  • CNN

  • BERT

競賽經歷

Jun 2021 - July 2021

2021 Tomofun狗音辨識 AI 百萬挑戰賽

題目: 利用主辦方所提供的六種居家環境音建立音源分類模型，排名前9% (27/300)。 

關鍵字:  log-Mei spectrum, EfficentNet, Mixup, SpecAugment

May 2020 - Jun 2020

2020全國智慧製造大數據競賽 

題目: 以加工機台的設定參數作為訓練資料，預測其中20個設定參數的數據。

指導兩位淡江機電系大學生組隊參加，負責演算法開發，資料前處理。

關鍵字: Hot Deck Imputation, LightGBM, K-fold

May 2019 - Jun 2019

2019全國智慧製造大數據競賽 - 進入決賽

題目: 利用刀具加工震動數據預測刀具磨耗類別與加工工件表面品質。

與兩位淡江機電系研究生組隊參加，負責演算法開發，資料前處理。 

關鍵字: Fast Fourier transform, MFCCs, Linear Regression

其他經歷


 Sep 2019 - Jan 2020

大學助理教師

研究生時擔任助理教師，負責淡江資工系大學生App Inventor 2  課程，使用App Inventor 2 做出Android App，提升大學生的程式基本概念。

 Aug 2016 - Aug 2017

法務部行政執行署高雄分署-替代役管理幹部

於行政執行署高雄分署服役時，擔任替代役管理幹部，協助長官管理役男生活起居，輔助長官完成交辦事項。

學歷

淡江大學

資訊工程學系碩士

2018 - 2020

真理大學

企業管理學系學士

2012 - 2016

碩士論文

基於深度學習 BERT 語言模型之醫療影像報告生成系統

使用IU X-Ray以及PEIR Gross醫療影像資料庫，使用VGG以及ResNet做為影像特徵擷取模型，並使用 Conditional Layer Normalization，來控制 BERT 生成相對應的文字報告，最後使用集束搜尋 (Beam Search) 來增加輸出文字的準確度。研究結果顯示使用BERT結合VGG或ResNet，可達到 BLEU-1 : 0.636，其表現皆優於其他使用RNN的語言模型 。

使用VGG19建立手勢辨識模型

使用24個英文字母手勢影像做為訓練資料，利用Opencv將影像經過膨脹處理，使用Otsu二值化做背景去除&手勢定位，利用VGG-19建立分類模型，模型準確率可達到99.5%。

Tomofun狗音辨識 AI 百萬挑戰賽

利用主辦方所提供的六種居家環境音建立音源分類模型

使用log-Mel-Spectrum結合Delta Features & Accelerate features，堆疊成三維影像做為訓練資料，並使用了 SpecAugment、Mixup等前處理。使用 EfficientNet 做為主要的模型架構，測試準確率91.2%，ROC Curve score 為 0.981，在競賽中排名前9% (27/300)。


Resume
Profile
Print

  Keelung City, Taiwan

Email: [email protected]

Phone: 0933101297

Github: github.com/Rainman5042 

簡孝羽

淡江大學資訊工程碩士

  AI Engineer  | 積極負責 | 擅於溝通 | 適應力強 | 勇於嘗試新事物

  • 多次競賽相關經驗
  • 碩士研究 - 基於深度學習 BERT 語言模型之醫療影像報告生成系統
  • 深度學習｜影像處理｜ 自然語言

於碩士在學期間研究影像處理、自然語言以及影像描述等技術，並將其應用於醫療影像的判讀以及醫療報告生成，期許利用自身所學，降低醫療系統的龐大負擔。在學期間曾參加全國性競賽，並於2019全國智慧製造大數據競賽成功進入決賽，以及2021 Tomofun狗音辨識AI挑戰賽排名前9%，樂於應用自身所學解決各領域所遇到的問題。

Skills

Programing & IDEs

  • Python ( 3+ years experience )
  • Jupyter Notebook
  • Visual Studio

Package

  • Tensorflow 
  • Keras
  • Scikit-Learn
  • Numpy
  • Pandas
  • NLTK
  • OpenCV
  • Matplotlib

ML Algorithms

  • Data Preprocessing
  • Feature Engineering 

  • Model Design, Training

  • Data Visualization

  • Transfer Learning  

Machine Learning

  • Statistic Analysis
  • Linear/Logistic Regression
  • Classification

  • Image Captioning

  • CNN

  • BERT

競賽經歷

Jun 2021 - July 2021

2021 Tomofun狗音辨識 AI 百萬挑戰賽

題目: 利用主辦方所提供的六種居家環境音建立音源分類模型，排名前9% (27/300)。 

關鍵字:  log-Mei spectrum, EfficentNet, Mixup, SpecAugment

May 2020 - Jun 2020

2020全國智慧製造大數據競賽 

題目: 以加工機台的設定參數作為訓練資料，預測其中20個設定參數的數據。

指導兩位淡江機電系大學生組隊參加，負責演算法開發，資料前處理。

關鍵字: Hot Deck Imputation, LightGBM, K-fold

May 2019 - Jun 2019

2019全國智慧製造大數據競賽 - 進入決賽

題目: 利用刀具加工震動數據預測刀具磨耗類別與加工工件表面品質。

與兩位淡江機電系研究生組隊參加，負責演算法開發，資料前處理。 

關鍵字: Fast Fourier transform, MFCCs, Linear Regression

其他經歷


 Sep 2019 - Jan 2020

大學助理教師

研究生時擔任助理教師，負責淡江資工系大學生App Inventor 2  課程，使用App Inventor 2 做出Android App，提升大學生的程式基本概念。

 Aug 2016 - Aug 2017

法務部行政執行署高雄分署-替代役管理幹部

於行政執行署高雄分署服役時，擔任替代役管理幹部，協助長官管理役男生活起居，輔助長官完成交辦事項。

學歷

淡江大學

資訊工程學系碩士

2018 - 2020

真理大學

企業管理學系學士

2012 - 2016

碩士論文

基於深度學習 BERT 語言模型之醫療影像報告生成系統

使用IU X-Ray以及PEIR Gross醫療影像資料庫，使用VGG以及ResNet做為影像特徵擷取模型，並使用 Conditional Layer Normalization，來控制 BERT 生成相對應的文字報告，最後使用集束搜尋 (Beam Search) 來增加輸出文字的準確度。研究結果顯示使用BERT結合VGG或ResNet，可達到 BLEU-1 : 0.636，其表現皆優於其他使用RNN的語言模型 。

使用VGG19建立手勢辨識模型

使用24個英文字母手勢影像做為訓練資料，利用Opencv將影像經過膨脹處理，使用Otsu二值化做背景去除&手勢定位，利用VGG-19建立分類模型，模型準確率可達到99.5%。

Tomofun狗音辨識 AI 百萬挑戰賽

利用主辦方所提供的六種居家環境音建立音源分類模型

使用log-Mel-Spectrum結合Delta Features & Accelerate features，堆疊成三維影像做為訓練資料，並使用了 SpecAugment、Mixup等前處理。使用 EfficientNet 做為主要的模型架構，測試準確率91.2%，ROC Curve score 為 0.981，在競賽中排名前9% (27/300)。