CakeResume Talent Search

Advanced filters
On
4-6 years
6-10 years
10-15 years
More than 15 years
Taipei City, Taiwan
Avatar of 陳閔致.
Avatar of 陳閔致.
Past
外包-全端工程師 @艾力克電機
2023 ~ 2023
前端工程師、後端工程師、全端工程師
Within two months
研究案,ICD國際疾病碼之人工智慧學習的產學合作案子。加入時案子已經有一定進展,主要是跟學長們一起思考如何加速演算法的流程。 SideProject 時數填寫平台 開發一個能幫助學生填報時數的平台,每天會自動化啟動一次這項服務。平台主要是透過
Word
Excel
程式設計
Unemployed
Ready to interview
Intern / Interested in working remotely
4-6 years
國立雲林科技大學
資訊管理系
Avatar of the user.
Avatar of the user.
Sr. Full Stack Engineer @類神經網路股份有限公司
2021 ~ Present
資深程式設計師
Within one month
Android
Windows
Linux
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
輔仁大學 Fu Jen Catholic University
Computer Science and Information Engineering
Avatar of Liz Li.
Avatar of Liz Li.
Past
Product Manager @TG3D Studio
2023 ~ 2023
市場調查、市場分析、商業分析、資料分析
Within one month
體 (人體掃描機) 物料採購、庫存控管、出貨測試 ・權限管理: 開設客戶帳號及開通平台功能,確認符合訂單所需 # 人體掃描 # AI 演算法 # 3D 動畫 # 數位時尚(服裝, 布料數位化, 藝術創作) Product Manager • 雄獅資訊科技股份有限公司 九月一月 2023 ・專案管理: 了解新事
Gitmind
Figma
Redmine
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Taipei University of Business 國立台北商業大學
商品創意經營學系
Avatar of Justin Liu.
Avatar of Justin Liu.
Manager @GOMAJI 夠麻吉
2017 ~ Present
Project Lead / Tech Lead / Team Lead / Technical Manager
Within one month
CI/CD systems and designed internal software processes, communicating closely with executive leadership. (2) Achievement: Enhanced IT infrastructure flexibility and scalability, improved system reliability and operational efficiency, reduced costs. 4. Data Platform and Personalized Recommendation System: (1) Responsibility: Built AWS data platform including ETL, data warehousing, and lakes. Led development of a personalized recommendation system using AWS Personalize, custom algorithm and Generative AI, e.g. OpenAI, Genimi. (2) Achievement: Boosted customer conversion rates by 2% through detailed customer profiles and targeted insights. 5. Research and Training on...
Team Lead
Management Team
Cloud Architecture
Employed
Ready to interview
Full-time / Interested in working remotely
10-15 years
Shih Hsin University
Management Information Systems, General
Avatar of the user.
Avatar of the user.
Past
產品經理PM Product Manager @轉客來策略行銷顧問有限公司
2020 ~ 2024
PM, 數據分析師, 廣告優化師
Within one month
Microsoft Office
Canva
ClickUp
Unemployed
Ready to interview
Full-time / Interested in working remotely
6-10 years
Fu Jen Catholic University
企業管理學系
Avatar of the user.
Avatar of the user.
主任工程師 @創奕能源科技股份有限公司
2023 ~ Present
軟體工程師
Within one month
Javascript(ES6)
Node.js
React.js
Employed
Ready to interview
Full-time / Interested in working remotely
10-15 years
大華科技大學
電子工程系
Avatar of 梁賦康 (Foo-Hong, Leong).
Avatar of 梁賦康 (Foo-Hong, Leong).
Product Manager @東元電機股份有限公司 (TECO Electric & Machinery Co. Ltd.)
2023 ~ 2023
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
4. Project Leader Assistant Researcher • 東元電機股份有限公司 (TECO Electric & Machinery Co. Ltd.) FebruaryDecemberIndustrial Induction Motor Designer 2. R&D 3. Quotation and Engineering Consultant 4. Instructor of Oversea's Quotation and Engineering Department Side Project Genetic Algorithm Electrical Motor Design Program This project is going to establish a program that can maximize the power density of electrical motor. This program can automatically design an electrical motor that has a lighter weight but the highest efficiency. Initialization: The motor design parameters become the genetic parameters
Python
Power BI
Data Analytics
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立成功大學 National Cheng Kung University
Mechanical Engineering
Avatar of Ted Li.
Avatar of Ted Li.
Past
Senior Firmware Engineer @Artesyn Embedded Technologies
2019 ~ 2022
韌體工程師/軟體工程師/控制工程師/演算法工程師/
Within one month
Ted Li Senior Firmware Engineer Over 6 years of firmware/software development expertise as a Senior Firmware Engineer, specializing in embedded systems, cross- functional projects, and RL-optimizations. Driving global technical innovations and training. New Taipei City, Taiwan [email protected] https://github.com/armcortex https://www.linkedin.com/in/ted-li/ https://about.armcortex.cc/ Skill Programming C/C++ Python Bash SQL AI (PyTorch, TensorFlow, Keras) Tool RTOS Embedded System Git Docker/Docker Compose
C
Python
C/C++
Unemployed
Ready to interview
Full-time / Interested in working remotely
6-10 years
日本電氣通信大學 The University of Electro-Communications (UEC)
Robotics Engineering
Avatar of Ting-Jui Hsu.
Avatar of Ting-Jui Hsu.
Software Engineer @Klarna
2019 ~ 2023
Software Engineer
Within one month
Cloud - Developed an internal web-tool for blue-green deployment - Contributed to the integration of single sign-on for the Ingenious SaaS Platform, utilising Keycloak and OAuth 2.0 for user authentication Research Scientist • Forschungszentrum Jülich DecemberMayConducted simulations of quantum computing based on the physical model with C++ and parallel computing techniques - Designed algorithms which improved the performance of quantum computing when solving optimisation tasks - Published a journal article on the topic of quantum annealing Research Assistant • Forschungszentrum Jülich JanuaryJuneDeveloped a simulation program(C++) with revised mathematical methods - Clarified the relation bet...
JavaScript
Node.js
React.js
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
RWTH Aachen University
Simulation Sciences
Avatar of Chang, Chung-Ho.
Avatar of Chang, Chung-Ho.
Senior Software Engineer @CPC Corporation, Taiwan
2018 ~ Present
Sr. Software Engineer, Project Manager
Within two months
as an internal technical instructor, elucidating advanced features of C#. I optimized database tables for normalization while meeting web presentation needs, enhancing system stability without the need for constant oversight. At Neux, I utilized Java and JavaScript to integrate the Google Maps library and AI shortest path algorithms, providing time-efficient travel routes. My responsibilities included internal system maintenance, Corporate Client System establishment involving HTTPS certificate setup, automated deployment of web applications, creating high-availability architectures, vulnerability scanning patching, and project load testing. My inclination towards problem-solving led me to be among the earliest
C#.NET development
T-SQL
Vue.js
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
San Diego State University

The Most Lightweight and Effective Recruiting Plan

Search resumes and take the initiative to contact job applicants for higher recruiting efficiency. The Choice of Hundreds of Companies.

  • Browse all search results
  • Unlimited access to start new conversations
  • Resumes accessible for only paid companies
  • View users’ email address & phone numbers
Search Tips
1
Search a precise keyword combination
senior backend php
If the number of the search result is not enough, you can remove the less important keywords
2
Use quotes to search for an exact phrase
"business development"
3
Use the minus sign to eliminate results containing certain words
UI designer -UX
Only public resumes are available with the free plan.
Upgrade to an advanced plan to view all search results including tens of thousands of resumes exclusive on CakeResume.

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.
Communication
Ability to convey information effectively and is willing to give and receive feedback.
Time Management
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
More than one year
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

資訊工程研究所畢業

  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。

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

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:  Fast Fourier transform, 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。

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

 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。


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。

關鍵字: Fast Fourier transform, MFCCs, Linear Regression

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,ROC Curve score 為 0.981在競賽中排名27 (27/300)


Resume
Profile

  Keelung City, Taiwan

Email: [email protected]

Phone: 0933101297

Github: github.com/Rainman5042 

簡孝羽

資訊工程研究所畢業

  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。

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

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:  Fast Fourier transform, 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。

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

 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。


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。

關鍵字: Fast Fourier transform, MFCCs, Linear Regression

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,ROC Curve score 為 0.981在競賽中排名27 (27/300)