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Data Engineer @Groundhog Technologies Inc.
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University of Illinois at Urbana-Champaign, School of Information Sciences
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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
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
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Data Analyst & IoT Software Developer @FARAZ ERTEBAT
2021 ~ Present
Computer Vision / Deep Learning
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Sayed Mohammad Ahmadi Python Developer | Deep Learning | Computer Vision Specialist | C++ & C# Developer | Lifelong Learner | 7+ Years of Experience Qom, Qom Province, Iran I am a Python Developer with expertise in Deep Learning and Computer Vision, backed by 7+ years of experience. Skilled in C++ and C# as well, I develop robust solutions that encompass various programming paradigms. Passionate about staying up-to-date with the latest advancements, I excel at leveraging AI and computer vision techniques to derive valuable insights from visual data. I have successfully applied my
C#
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MySQL
Employed
Open to opportunities
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4-6 years
University of Qom
Information Technology | Face Recognition
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Past
機器學習工程師 @順豐科技公司
2021 ~ 2022
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
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和集群運行原理 ,與 Hive、 Presto組件 ,熟練掌握SQL語言編寫與模型落地,具有其調優經驗 ; 熟練使用Python與Pyspark, 熟練 使用RDD算子與Spark SQL、Sklearn等,進行機器學習與數據分析 ; 熟練使用Git與Docker,能進行YAML、Dockerfile編寫與CICD部署流程、搭建RESTful API等 ; 熟練使用 Tableau 與 Power BI ,熟練使用
Word
PowerPoint
Excel
Unemployed
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4-6 years
國立政治大學(National Chengchi University)
統計系
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AI 工程師 @台灣塑膠工業股份有限公司
2020 ~ Present
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Selenium Cloud Microsoft Azure Azure TSI Azure Power BI Azure ML Azure App Service Azure Form Recognizer Azure Cognitive Services Google Cloud Platform Google Cloud GPU Google Cloud VM Google Cloud AutoML Google Cloud Vision API Other Cloud Source Heroku App Service Line Bot ML/AI AI Tool TesnsorFlow SKlearn Keras Matlab OpenCV Algorithm Principal Component Analysis Partial Least Squares Gaussian Process Deep Neural Networks Convolutional Neural Networks Genetic Algorithm Other Application Reinforcement Learning Object Detection Faster RCNN Yolo v3 Generative Adversarial Networks Experience 台灣塑膠工業(FPC) - AI Engineer - Sept~ present 1. AI應
Simulink
OpenCV
Azure
Employed
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4-6 years
Chung Yuan Christian University
Master in Chemical Engineering
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Avatar of 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
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Data scientist
Within three months
理解不同的領域知識便於進行分析 金融商品分析、個股交易、選擇權、期貨交易、加密貨幣交易經驗 Skill Web Crawling Python Data Mining Python - numpy, pandas, missingno, sk-learn Weka Machine Learning Python - Logistic regression, Decision Trees, Random forest, GridSearchCV Game Design Game Development Game Design User Experience Design Market Research Project Management Others MySQL Linux, Hadoop, Spark, Pyspark HTML, Java script Jira, Teambition Work Experience Daohe Ltd. Producer ,2021//12 Genetopia(休閒
Data Mining
Machine Learning
Web Crawling
Full-time / Interested in working remotely
10-15 years
MCU
統計系
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Data Scientist/ Engineer @Intomarkets
2022 ~ Present
Data Scientist
More than one year
Machine Learning
Statistical Analysis
Big Data
Full-time / Interested in working remotely
6-10 years
University of Paderborn
Master of Science in Computer
Avatar of Hao-Chun (Chad) Yang.
Avatar of Hao-Chun (Chad) Yang.
Senior Machine Learning Engineer @C-Media Electronics
2020 ~ 2021
Machine Learning Scientist, Data Scientist
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Hao-Chun (Chad) Yang Ph.D Ph.D Graduate @NTHU (EE) | Seeking AI/ML R&D Position | Speech, IOT, Health Informatics, Computational Neuroscience | pytorch, tensorflow Room 315, General Building III, No. 101, Section 2, Kuang-Fu Road,Hsinchu City, Taiwan Skills Programming Programming: Python, Matlab DevOps: AWS, GCP, Git, Docker Deep Learning: Pytorch, Tensorflow, Keras ML& Data Science: Sklearn, Numpy, Pandas, Matplotlib MLOps: MLflow, W&B Special HonorsBest Challenge Poster - Physionet/CINC ChallengeTravel Grants - IEEE SPS SocietyPresident Scholarship - NTHU Education National Tsing Hua University Ph.D. in Electrical Engineering (SepPresent) National Tsing
Python
pytorch
tensorflow
In military service
Full-time / Interested in working remotely
4-6 years
清華大學
電機工程
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資料分析師、資料科學家
Within two months
R
SQL
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6-10 years
成功大學
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More than one year
M.S. in Electrical Engineering, National Tsing Hua University
Hsinchu City, 台灣
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Intermediate
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國立清華大學
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陳俊宇

M.S. in Electrical Engineering, National Tsing Hua University


Chun-Yu Chen is a graduate student for Master's degree in Electrical Engineering under the supervision of Prof. Chi-Chun (Jeremy) Lee in Behavioral Informatics & Interaction Lab (BIIC Lab) at National Tsing Hua University starting from 2020.
His research interests are in human behavior analysis, focusing on emotion recognition in conversation. He has also engaged in a Lab internal project in face emotion recognition since 2020.

      

 [email protected]

: 0921769710


Projects

NCKU Line

(android frontend code, ios frontend code, backend code)

  • Android & IOS app
  • SQLite accesses the local data of the mobile phone (to avoid restarting the app and needing to log in again, save the chat history data...)
  • Log in to the app by scanning the barcode of student/teacher card

NCKU Line framework

Dialogical Emotion Decoding Pure Python CRF (source code)

  • Predict speaker's emotion in dialog by CRF based machine learning approach
  • No packages such as PyTorch, Sklearn, etc. are used, and the model performance is not bad

Face Emotion Recognition

  • Video Version  (source code)
    • Execute in docker container
    • Complete CI pipeline to verify the correctness of the program
  • Streaming Version (source code)
    • Detect facial emotions in real time with webcam
    • One server-multi clients architecture; both are dockerized

Computer Vision Tasks

μC Compiler for Java Assembly Code Generation (source code)

  • Semantic Analysis of  C Language
  • Support type casting of C Language
  • The execution result of the input program can be printed out
Compiler workflow

SIC Assembler (source code)

  • Implemented by C++
  • Convert assembly code to object code

Tainan Food Recommendation Chatbot (source code)

  • FaceBook messenger ChatBot
  • Implemented by finite state machine

Experience

Amazon - AWS Cloud Training Course (Certificate)

  • Learn to operate AWS's core services, including: Compute, Storage, Database, and Networking
  • Learn to build a secure and highly scalable information service platform on the AWS platform

Jan 2019

Education

National Tsing Hua University-Master of Electrical Engineering

Sep 2020 - Present

National Cheng Kung University-Bachelor of Computer Science

  • Awarded the Presidential Award for academic performance at university

Sep 2016 - Jun 2020

Programming Language

Skills


  • Python (PyTorch, Keras, Pytest, Web crawler)
  • C/C++ (Makefile, gdb, Socket programming )
  • Java (Android app)
  • Swift (IOS app)
  • Lex/Yacc (building μC Compiler)

  • Docker
  • Gitlab-CI
  • Git command line
  • Linux command line
Resume
Profile

陳俊宇

M.S. in Electrical Engineering, National Tsing Hua University


Chun-Yu Chen is a graduate student for Master's degree in Electrical Engineering under the supervision of Prof. Chi-Chun (Jeremy) Lee in Behavioral Informatics & Interaction Lab (BIIC Lab) at National Tsing Hua University starting from 2020.
His research interests are in human behavior analysis, focusing on emotion recognition in conversation. He has also engaged in a Lab internal project in face emotion recognition since 2020.

      

 [email protected]

: 0921769710


Projects

NCKU Line

(android frontend code, ios frontend code, backend code)

  • Android & IOS app
  • SQLite accesses the local data of the mobile phone (to avoid restarting the app and needing to log in again, save the chat history data...)
  • Log in to the app by scanning the barcode of student/teacher card

NCKU Line framework

Dialogical Emotion Decoding Pure Python CRF (source code)

  • Predict speaker's emotion in dialog by CRF based machine learning approach
  • No packages such as PyTorch, Sklearn, etc. are used, and the model performance is not bad

Face Emotion Recognition

  • Video Version  (source code)
    • Execute in docker container
    • Complete CI pipeline to verify the correctness of the program
  • Streaming Version (source code)
    • Detect facial emotions in real time with webcam
    • One server-multi clients architecture; both are dockerized

Computer Vision Tasks

μC Compiler for Java Assembly Code Generation (source code)

  • Semantic Analysis of  C Language
  • Support type casting of C Language
  • The execution result of the input program can be printed out
Compiler workflow

SIC Assembler (source code)

  • Implemented by C++
  • Convert assembly code to object code

Tainan Food Recommendation Chatbot (source code)

  • FaceBook messenger ChatBot
  • Implemented by finite state machine

Experience

Amazon - AWS Cloud Training Course (Certificate)

  • Learn to operate AWS's core services, including: Compute, Storage, Database, and Networking
  • Learn to build a secure and highly scalable information service platform on the AWS platform

Jan 2019

Education

National Tsing Hua University-Master of Electrical Engineering

Sep 2020 - Present

National Cheng Kung University-Bachelor of Computer Science

  • Awarded the Presidential Award for academic performance at university

Sep 2016 - Jun 2020

Programming Language

Skills


  • Python (PyTorch, Keras, Pytest, Web crawler)
  • C/C++ (Makefile, gdb, Socket programming )
  • Java (Android app)
  • Swift (IOS app)
  • Lex/Yacc (building μC Compiler)

  • Docker
  • Gitlab-CI
  • Git command line
  • Linux command line