CakeResume Talent Search

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4-6 years
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Past
博士後研究員 @洛桑大學神經發育疾病實驗室
2023 ~ 2023
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
Data Science
Data Analysis
Machine Learning
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
洛桑聯邦理工學院(EPFL)
神經科學
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
Within one month
宋浩茹 Hao-Ru Sung| [email protected] | LinkedIn | GitHub A s a Research Assistant at Academia Sinica , specializing in Generative AI research and application. With 3 + years of experience in NLP a nd Machine Learning , along with 4+ years in Backend Development . Proficient at translating complex theories 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
Python
R
Natural Language Processing (NLP)
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立政治大學(National Chengchi University)
資訊科學系
Avatar of 潘揚燊.
Avatar of 潘揚燊.
智慧製造全端開發工程師 @聯華電子股份有限公司
2022 ~ Present
AI工程師、機器學習工程師、深度學習工程師、影像演算法工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Within one month
使人員正確使用機器及降低故障率。 生產設備數據分析,製程問題進行分析,檢視錯誤原因,如: 負擔過重、溫度過高等。 Skills Python Langchain Numpy OpenCV Tensorflow (tf.keras) Pytorch Scikit-learn C# EmguCV ASP.NET Windows Forms 程式設計開發、單元測試專案 Halcon 影像處理 影像定位 瑕疵判斷 物件量測 Skills Database MySQL Oracle
Python
Qt
Git
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
元智大學
工業工程與管理學系所
Avatar of 李慕全(MuChuan Li).
Avatar of 李慕全(MuChuan Li).
Past
Service Provider @Taron Solutions Limited
2023 ~ 2023
AI工程師、機器學習工程師、電腦視覺工程師、資料科學家、Machine Learning Engineer、Computer Vision Engineer、Data Scientist
Within one month
模型 side project 使用深度學習框架(Pytorch)自行搭建預測模型,以各式台灣景氣指標當作輸入,輸出未來經濟景氣趨勢階段。 技術:Pytorch、Pandas、Numpy、 Sklearn 論文發表 • Chen, X. Z., Li, M. C. , & Chen, Y. L, January). Strategies for Helping Anchor-Based Trackers Learn re-ID Features for Smart City Surveillance. In 2024 IEEE International Conference on Consumer Electronics (ICCE) (ppIEEE. • Li, M
Machine Learning
Computer Vision
Pytorch/Tensorflow
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立臺北科技大學
資訊工程
Avatar of Nelson Chen.
Avatar of Nelson Chen.
Senior engineer @Chicony Electronics Co, Ltd.
2018 ~ Present
全端工程師、後端工程師、前端工程師、軟體專案主管、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
Within one month
Nelson Chen Senior engineer Dedicated Software Engineer with 6+ Years of Experience Senior software engineer specializing in web page development and deep learning. Proficient with machine learning technologies, such as TensorFlow, Numpy, etc. Experience Senior engineer • Chicony Electronics Co, Ltd. .Build an Auto-Encoder AI model for defective detection. .Build an object detection model for detecting car types. .Developed a Front-End and Back-End website for data analysis. .Manage the production process and make it automated production. NovPresent Software engineer • Teco image systems co. ltd .Developed and maintained MFP driver
Python
C
C++
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
National Taiwan Ocean University
Computer science and engineering
Avatar of 廖廷浩.
Avatar of 廖廷浩.
Software Engineer @Amazon Web Services (AWS)
2023 ~ Present
資深前端工程師、資深後端工程師、全端工程師
Within one month
建置 6. 資料庫設計 建立後台web系統,以及APP可以模擬線上測驗。 個人開發 主題 技術 說明 Python - 量化交易 1. Tkinter 2. stockstats 3. numpy 4. ta-lib 串接元大API,即時監控數據 Multichart 1.程市策略開發並回測交易 2.使用RSI、線性回歸、MTM、ATR等技術指標 從中瞭解
Excel
C#
flutter
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
Tamkang University
資訊工程學系
Avatar of the user.
Avatar of the user.
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
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 VICTOR TSAI.
Avatar of VICTOR TSAI.
Past
經營管理人員 @優亞數位科技股份有限公司
2020 ~ 2021
軟體開發經理
Within one month
式語言: Python、NodeJS、C++ 程式管理: Git、GitLab 資料庫: MySQL、MongoDB、ElasticSearch、RabbitMQ、Redis 容器化技術: Docker、K8S 雲端系統: GCP 前端框架: ReactJS、Vue、Wordpress 深度學習套件: Pytorch、 OpenCV、Pandas、Numpy 工作經歷 十二月八月 2021 營運管理者 優亞數位科技股份有限公司 1. Chatbot CRM系統規劃設計與程式開發 2. 業務開發 3
Nodejs
vue.js
MongoDB
Unemployed
Ready to interview
Full-time / Interested in working remotely
10-15 years
國立中央大學 National Central University
資訊工程學系
Avatar of 吳俊瑩.
Avatar of 吳俊瑩.
Past
Industrial Engineer @鴻海精密工業股份有限公司
2019 ~ 2023
Data Analyst 數據分析師 / Data Scientist 資料科學家
Within one month
思緒縝密、規劃能力強,領導團隊朝目標推進 ·積極主動、學習能力佳,持續吸收新知識 [email protected] 技能 Skills • Python • R • Power BI • MySQL • SAP • SAS • Pandas • Numpy • Matplotlib • Scikit-learn • Seaborn • TOEIC 705 工作經歷 Work Experience 鴻海 Foxconn Industrial Internet, IE工程師/AI專案分析師 , Feb 2019 ~ Jun工業4.0、 數位轉型專案推導 (70%): 協助工廠
python
R
SAP
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立臺北大學 National Taipei University
經濟學
Avatar of the user.
Avatar of the user.
Data Analyst & IoT Software Developer @FARAZ ERTEBAT
2021 ~ Present
Computer Vision / Deep Learning
Within one month
C#
C/C++
MySQL
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
University of Qom
Information Technology | Face Recognition

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Within one month
軟體研發工程師
Taipei, 台灣
Professional Background
Current status
Unemployed
Job Search Progress
Ready to interview
Professions
Software Engineer, Machine Learning Engineer, Python Developer
Fields of Employment
Artificial Intelligence / Machine Learning, Blockchain, Semiconductor
Work experience
1-2 years work experience (Less than 1 year relevant)
Management
None
Skills
Image Processing
Deep Learning
Python
OpenCV
Pandas
Windows
Ubuntu
Linux
PyCharm
VSCode
Jupyter
Docker
Git
Computer Vision
Languages
Chinese
Native or Bilingual
English
Intermediate
Job search preferences
Positions
軟體工程師、影像處理工程師、AI處理工程師、演算法工程師
Job types
Full-time
Locations
台灣
Remote
Interested in working remotely
Freelance
No
Educations
School
元智大學
Major
電機工程所
Print

施孟宏 Hiro

軟體研發工程師

  台北 

熱衷於新科技和技術探索的軟體工程師
擅長 Python 與 2D/3D 深度學習領域的相關技術
並具備敏銳的觀察力和解決問題的能力
工作與求學期間,參與多個新創或AI落地的專案
期待能在充滿挑戰和創新的工作環境與同事們一起學習和成長

專案的介紹可以來我的作品集網站看看

  https://hirortw101.github.io/          [email protected]

Python


  • Deep Learning
    • PyTorch
    • PyTorch Lightning

    • ultralytics/yolo

  • Image Processing

    • OpenCV

    • scikit-image

    • PyVista

  • Data Analysis

    • Numpy

    • Pandas

    • Matplotlib

    • TensorBoard

  • GUI

    • PyQt

開發環境/工具


  • OS
    • Windows
    • Ubuntu

  • IDE

    • Jupyter

    • PyCharm

    • VScode

  • Tool

    • Docker

    • Git

  • Edge computing

    • Jetson Nano

    • NAS

    • ONNX

    • PyTorch Mobile

    • TensorRT

專業課程


  • 影像處理
  • 計算機視覺
  • 類神經網路
  • 多媒體概論
  • 機器學習
  • Python資料分析
  • JSP網路程式設計

工作經歷


軟體研發工程師  •  醫療儀器新創

Jun 2023 - Feb 2024

建構深度學習軟硬體環境, 2D/3D 醫療影像資料標註, 3D 醫療影像辨識演算法開發


軟體研發工程師  •  QNAP 威聯通科技

Aug 2022 - Dec 2022

NAS 應用程式開發, OCR 框架性能效能驗證Library 包裝, API 設計

學歷

元智大學 電機工程所

學士 / 碩士 五年一貫

2016 - 2021

專案


Kaggle 競賽銀牌:
APTOS 2019 Blindness Detection

使用 EfficientNet
搭配多種深度神經網路的訓練技巧
建立一套全球排名 Top 1% 準確度的
糖尿病視網膜病變分類網路

大學專題 大數據競賽

運算伺服器和 APP 整合的
血壓計數值辨識系統

透過行動裝置之相機鏡頭
擷取2款目標血壓計螢幕的清晰影像
在運算伺服器偵測數字
縮短使用傳統血壓計時需要雲端紀錄時的手續

產學計畫

廣範圍脈衝頻率混雜的
雷達訊號之分類與解交織

設計雷達訊號編碼器與神經網路模型
在多個雷達模擬訊號上
完成雷達訊號源辨識與分類

產學計畫 碩士論文

施孟宏 Hiro

Software Engineer

  Taipei

A software engineer, new tech lover
Thinking with observation and logic
Teamwork to solve projects with Python and 2D/3D deep learning
Participate in multiple startup or new technology projects

More project descriptions are shown on my portfolio website

  https://hirortw101.github.io/          [email protected]

Python


  • Deep Learning
    • PyTorch
    • PyTorch Lightning

    • ultralytics/yolo

  • Image Processing

    • OpenCV

    • scikit-image

    • PyVista

  • Data Analysis

    • Numpy

    • Pandas

    • Matplotlib

    • TensorBoard

  • GUI

    • PyQt

Dev Env/Tools


  • OS
    • Windows
    • Ubuntu

  • IDE

    • Jupyter

    • PyCharm

    • VScode

  • Tool

    • Docker

    • Git

  • Edge computing

    • Jetson Nano

    • NAS

    • ONNX

    • PyTorch Mobile

    • TensorRT

Courses


  • Image Processing
  • Computer Vision
  • Neural Networks
  • Introduction to Multimedia
  • Machine Learning
  • Python Data Analysis
  • JSP Applications

Work Experience


Software Engineer  •  Medical Equipment Starup

Jun 2023 - Feb 2024

2D/3D medical image data processing, 3D medical image recognition algorithm development



Software Engineer  •  QNAP Systems, Inc.

Aug 2022 - Dec 2022

NAS Application Dev, OCR framework performance validation, Library packaging, API design

Education

Master of Electrical Engineering, Yuan Ze University

Accelerated Five-Year BA/MA Program

2016 - 2021

Projects


Silver medal in Kaggle competition
APTOS 2019 Blindness Detection

Use EfficientNet with tricks
Top 1% Accuracy in the World
Diabetic Retinopathy Classification Network

Senior project, Competition

Sphygmomanometer Digits
Recognition System

Through the camera lens of a mobile device
Capture clear images from the screens of two target sphygmomanometer

Detect the digits on the computing server

Shorten the procedure when using a traditional sphygmomanometer to record in the cloud

Industrial project

Deinterleaving and Classification of Multiple PRF Signals

Designing radar signal encoder and neural network
Identify and classify multiple radar simulation signals

Industrial project, Theses

Resume
Profile

施孟宏 Hiro

軟體研發工程師

  台北 

熱衷於新科技和技術探索的軟體工程師
擅長 Python 與 2D/3D 深度學習領域的相關技術
並具備敏銳的觀察力和解決問題的能力
工作與求學期間,參與多個新創或AI落地的專案
期待能在充滿挑戰和創新的工作環境與同事們一起學習和成長

專案的介紹可以來我的作品集網站看看

  https://hirortw101.github.io/          [email protected]

Python


  • Deep Learning
    • PyTorch
    • PyTorch Lightning

    • ultralytics/yolo

  • Image Processing

    • OpenCV

    • scikit-image

    • PyVista

  • Data Analysis

    • Numpy

    • Pandas

    • Matplotlib

    • TensorBoard

  • GUI

    • PyQt

開發環境/工具


  • OS
    • Windows
    • Ubuntu

  • IDE

    • Jupyter

    • PyCharm

    • VScode

  • Tool

    • Docker

    • Git

  • Edge computing

    • Jetson Nano

    • NAS

    • ONNX

    • PyTorch Mobile

    • TensorRT

專業課程


  • 影像處理
  • 計算機視覺
  • 類神經網路
  • 多媒體概論
  • 機器學習
  • Python資料分析
  • JSP網路程式設計

工作經歷


軟體研發工程師  •  醫療儀器新創

Jun 2023 - Feb 2024

建構深度學習軟硬體環境, 2D/3D 醫療影像資料標註, 3D 醫療影像辨識演算法開發


軟體研發工程師  •  QNAP 威聯通科技

Aug 2022 - Dec 2022

NAS 應用程式開發, OCR 框架性能效能驗證Library 包裝, API 設計

學歷

元智大學 電機工程所

學士 / 碩士 五年一貫

2016 - 2021

專案


Kaggle 競賽銀牌:
APTOS 2019 Blindness Detection

使用 EfficientNet
搭配多種深度神經網路的訓練技巧
建立一套全球排名 Top 1% 準確度的
糖尿病視網膜病變分類網路

大學專題 大數據競賽

運算伺服器和 APP 整合的
血壓計數值辨識系統

透過行動裝置之相機鏡頭
擷取2款目標血壓計螢幕的清晰影像
在運算伺服器偵測數字
縮短使用傳統血壓計時需要雲端紀錄時的手續

產學計畫

廣範圍脈衝頻率混雜的
雷達訊號之分類與解交織

設計雷達訊號編碼器與神經網路模型
在多個雷達模擬訊號上
完成雷達訊號源辨識與分類

產學計畫 碩士論文

施孟宏 Hiro

Software Engineer

  Taipei

A software engineer, new tech lover
Thinking with observation and logic
Teamwork to solve projects with Python and 2D/3D deep learning
Participate in multiple startup or new technology projects

More project descriptions are shown on my portfolio website

  https://hirortw101.github.io/          [email protected]

Python


  • Deep Learning
    • PyTorch
    • PyTorch Lightning

    • ultralytics/yolo

  • Image Processing

    • OpenCV

    • scikit-image

    • PyVista

  • Data Analysis

    • Numpy

    • Pandas

    • Matplotlib

    • TensorBoard

  • GUI

    • PyQt

Dev Env/Tools


  • OS
    • Windows
    • Ubuntu

  • IDE

    • Jupyter

    • PyCharm

    • VScode

  • Tool

    • Docker

    • Git

  • Edge computing

    • Jetson Nano

    • NAS

    • ONNX

    • PyTorch Mobile

    • TensorRT

Courses


  • Image Processing
  • Computer Vision
  • Neural Networks
  • Introduction to Multimedia
  • Machine Learning
  • Python Data Analysis
  • JSP Applications

Work Experience


Software Engineer  •  Medical Equipment Starup

Jun 2023 - Feb 2024

2D/3D medical image data processing, 3D medical image recognition algorithm development



Software Engineer  •  QNAP Systems, Inc.

Aug 2022 - Dec 2022

NAS Application Dev, OCR framework performance validation, Library packaging, API design

Education

Master of Electrical Engineering, Yuan Ze University

Accelerated Five-Year BA/MA Program

2016 - 2021

Projects


Silver medal in Kaggle competition
APTOS 2019 Blindness Detection

Use EfficientNet with tricks
Top 1% Accuracy in the World
Diabetic Retinopathy Classification Network

Senior project, Competition

Sphygmomanometer Digits
Recognition System

Through the camera lens of a mobile device
Capture clear images from the screens of two target sphygmomanometer

Detect the digits on the computing server

Shorten the procedure when using a traditional sphygmomanometer to record in the cloud

Industrial project

Deinterleaving and Classification of Multiple PRF Signals

Designing radar signal encoder and neural network
Identify and classify multiple radar simulation signals

Industrial project, Theses