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Avatar of 陳惠龍.
Avatar of 陳惠龍.
Data science lecturer @Ittraining
2020 ~ Présent
Data Scientist 資料科學家_數據分析師
Dans 1 mois
HUEY-LONG CHEN 陳惠龍 Kaggle Competitions Expert: https://www.kaggle.com/alanchen1115 Competitions: NLP (自然語言處理): - Silver medal (solo): (Kaggle) The Learning Agency Lab - PII Data Detection: Develop automated techniques to detect and remove PII from educational data. 2024/04/24 - Silver medal (solo): (Kaggle) U.S. Patent Phrase to Phrase Matching: Help Identify Similar Phrases in U.S. Patents, 2022/06/21 Recommendation system (推薦系統): - Silver medal (solo): (Kaggle) OTTO – Multi-Objective Recommender System: Build a
nlp-rasa
recommender system
pytorch tensorflow
Employé
Ouvert à de nouvelles opportunités
Temps partiel / Intéressé par le travail à distance
Plus de 15 ans
Purdue University
School of civil engineering (Stochastic & statistical hydrology)
Avatar of 施冠宇.
Avatar of 施冠宇.
Data engineer @H2 Inc.
2021 ~ Présent
AI engineer, ML engineer, data scientist
Dans 3 mois
on validation dataset. Accuracy 達到 93%, 已與醫師合作發表醫學 paper 3. Pathology案件 -建立 two stage segmentation model, stage one segmentation model 達到86% IOU, stage two segmentation model 達到 94% custom dice coefficient 學歷 清華大學 動力機械工程學系技能 Software AWS Airflow Dagster Docker Git Flask Pytorch Tensorflow DVC Languages Python SQL Bash-Shell script C/C++ Javascript Technical Skill Data Modeling Custom ETL Development Data Analysis System Resource Analysis AWS IaaS
Airflow
Docker
AWS
Employé
Ouvert à de nouvelles opportunités
Temps plein / Intéressé par le travail à distance
4 à 6 ans
清華大學
動力機械工程學系
Avatar of the user.
Avatar of the user.
Machine Learning Engineer @現觀科技 Groundhog Technologies
2020 ~ Présent
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
Dans 1 mois
R
python
Clickhouse
Employé
Ouvert à de nouvelles opportunités
Temps plein / Je ne suis pas intéressé par le travail à distance
4 à 6 ans
國立政治大學
統計學
Avatar of the user.
Avatar of the user.
工程師 @永豐金證券
2018 ~ Présent
Python Developer, Rust Developer, BigData Engineer
Dans 1 mois
Python
pytorch
CINEMA 4D
Employé
Temps plein / Intéressé par le travail à distance
4 à 6 ans
國立東華大學 | National Dong Hwa University
Arts and Creative Industries
Avatar of the user.
Avatar of the user.
Senior Software Development Engineer @奔騰網路
2023 ~ Présent
資深後端工程師
Dans 1 mois
C#
Python
AI & Machine Learning
Employé
Ouvert à de nouvelles opportunités
Temps plein / Intéressé par le travail à distance
4 à 6 ans
臺灣國立空中大學
資訊管理學系
Avatar of 許立農.
Avatar of 許立農.
數據科學家 @中國信託商業銀行股份有限公司
2021 ~ Présent
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
Dans 6 mois
許立農 | Hsu, Li-Nung Data Scientist、Data Engineer Taipei [email protected] Education National Chenchi University, MS, Statistics, 2015 – 2017 GPA : 3.84 / 4.0 Master Thesis: Entropy Based Feature Selection, Professor Pei-Ting, Chou Objective: Build a similarity matrix based on Mutual Entropy under Hierarchical Clustering. Afterwards, select clustered features as the final selection. Compare the model with other feature selection methods like RF, Lasso, F-score. National Chen-Kung University, BS, Mathematics, 2011 – 2015 Skills Programing Python Scala R MSSQL Data-related Tools Tensorflow (Keras) PyTorch Spark Docker
Python
R
MSSQL
Employé
Temps plein / Intéressé par le travail à distance
4 à 6 ans
政治大學
統計
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 ~ Présent
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、Ai Application Engineer,Machine Learning Engineer,Deep Learning Engineer,Data Scientist
Dans 1 mois
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 ArangoDB LLM
Python
Qt
Git
Employé
Prêt à l'interview
Temps plein / Intéressé par le travail à distance
4 à 6 ans
元智大學 Yuan Ze University
工業工程與管理學系所
Avatar of Patrick Hsu.
Avatar of Patrick Hsu.
Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.
2021 ~ Présent
Software Engineer
Dans 1 mois
Patrick Hsu AI Research & Development As a seasoned AI engineer with six years of experience, I specialize in computer vision, 3D body model reconstruction, generative AI, and possessing some knowledge in natural language processing (NLP). | New Taipei City, [email protected] Work Experience (6 years) Algorithm Research & Design• TG3D Studio MayPresent A skilled engineer specialized in computer vision and generative AI with experience in developing and training AI models for digital fashion applications. Body AI: Virtual Try On Integrated cutting-edge technologies such as Stable Diffusion, ControlNet, and Prompt Engineering to create a sophisticated system for
Python
AI & Machine Learning
Image Processing
Employé
Prêt à l'interview
Temps plein / Intéressé par le travail à distance
4 à 6 ans
國立台灣大學
生物產業機電工程所
Avatar of 鄒適文.
Avatar of 鄒適文.
Past
Lead Data Scientist / Senior Data Scientist @Vinnovation Network 維諾森資訊科技
2022 ~ 2023
資料科學家、資料科學工程師、機器學習工程師
Dans 1 mois
Shih-Wen Tsou - With more than 5 years of experience in Data Analysis, Machine Learning and Deep Learning, familiar with Modeling, Data Analysis, Image Processing, Machine Learning, and Deep Learning. Taipei City, Taiwan WORK EXPERIENCE Lead Data Scientist / Full Stack Data Scientist, Vinnovation Network, Taipei, Taiwan Data Engineering / Data Analysis Spearheaded the development of a fully automated data integration pipeline that aggregated diverse data sets into a S3 Data Lake. Successfully integrated a range of data sources, including real-time data feeds from AWS Redshift and DocumentDB, as well as batch processes to import traditional CSV
python
tensorflow
keras
Sans Emploi
Prêt à l'interview
Temps plein / Intéressé par le travail à distance
4 à 6 ans
台灣大學
大氣科學所
Avatar of 周君諦.
Avatar of 周君諦.
Senior AI Research/Engineer (part-time) @NeuroBonic Inc.
2022 ~ 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
Dans 1 mois
aspect in clinical applications. I proactively organized a regular research study group with other lab members to progress our research . Participating in research projects : a comprehensive description is in "Project Experiences". Skills : Database buildup (SQL), Data Engineering (NumPy, SciPy, Pandas), M achine Learning (Scikit learn), Deep Learning (PyTorch, PyTorch lightning), C/C++ Biosignal Algorithm Engineer Rooti Labs Ltd. • AugustJuly 2020 Supervisor : Michael Li 黎克邁 (CEO, Rooti Labs Ltd.) The primary developer of the processing and interpretation algorithm for long-term ECG recordings. The developed algorithm significantly enhanced the arrhythmia
Python
PyTorch
Machine Learning
Employé
Ouvert à de nouvelles opportunités
Temps plein / Intéressé par le travail à distance
4 à 6 ans
National Yang Ming Chiao Tung University
Computer Science

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Technical Skills
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Dans 1 mois
台北科技大學資訊工程系
Logo of International Game System (IGS).
International Game System (IGS)
2022 ~ Présent
Taipei, 台灣
Professional Background
Statut Actuel
Employé
Progrès de la Recherche d'Emploi
Professions
Back-end Engineer, Python Developer, Machine Learning Engineer
Fields of Employment
Games, Intelligence Artificielle / Machine Learning, Big Data
Expérience Professionnelle
2 à 4 ans
Management
I've had experience in managing 5-10 people
Compétences
Python
HTML5
Vue.js
Google Cloud Platform (GCP)
Docker
MongoDB
Kubernetes
Computer Vision
Mask R-cnn
Flask
Golang
Node.js
Kafka
AWS
Spark
Redis
Langues
English
Intermédiaire
Job search preferences
Position Désirée
Computer Vision / Deep Learning
Type d'emploi
Temps plein
Lieu Désiré
Taipei, 台灣
Travail à distance
Intéressé par le travail à distance
Freelance
Non.
Éducation
École
National Chengchi University
Spécialisation
Master's degree Library and Information Science
Imprimer

趙映翔

  曾任職於鈊象電子(IGS)的手遊維運團隊,與團隊維運著DAU 20萬人的手機遊戲,維運負責ELK監控、Jenkins CI/CD自動化打包。並帶一團隊,負責製作遊戲的後台工具,涵蓋API開發、網頁模塊化,以Python Flask架構API、Nuxt.js前端畫面邏輯。

I worked at IGS, where I maintained a mobile game with 200,000 DAU as part of the DevOps team. My responsibilities included ELK monitoring, Jenkins CI/CD, and automated building. Additionally, I led a team that developed tools for games, including API development and web modularization. We utilized the Flask framework to build APIs and implemented Nuxt.js for the front-end website logic.

  就職期間較為有趣的經驗,是與台灣科技大學團隊產學合作,架構一大數據框架,該pipline運算著遊戲實時Log,服務著團隊中的數據科學家,一個更加自動化的資料流。

  One of the more interesting experiences during my career was working with a team of industry-academia of the National Taiwan University of Science and Technology (NTUST) to build a large data framework, a pipeline that computes real-time game logs and serves the data scientists in our team.


  最後就是學生生涯的介紹,2021年,畢業於政治大學圖書資訊與檔案學研究所,研究專注於電腦視覺、圖像分類等領域,熟悉Tensorflow、Pytorch,論文題目為基於自動情境標註之圖像檢索工具發展與數位人文應用研究。

  大學畢業於台北科技大學資訊工程系,程式語言方面熟悉C/C++、OpenCV、JavaScript、Python及Unity,我的畢業專題使用了HTC Vive,製作一款VR射擊遊戲。

  Lastly, I graduated from the Graduate Institute of Library Information and Archival Studies, National Chengchi University (NCCU) in 2021. My research focuses on computer vision and image classification, and I am familiar with Tensorflow and Pytorch, and my thesis is based on the development of image retrieval tools for automatic contextual annotation and digital humanities applications.

  I graduated from the Department of Information Engineering, Taipei University of Technology (NTUT), and I am familiar with C/C++, OpenCV, JavaScript, Python and Unity, and my senior project is to create a VR shooting game using the HTC Vive.


  Taipei, Taiwan

  https://github.com/geminixiang


專案

VR 射擊遊戲

大學畢業專題,使用HTC Vive、Unity及VRTK進行VR遊戲開發。

具情境標註之檢索工具

碩士論文所建構之檢索系統,前端基於Vue提供網頁框架,後端則用到Mask R-CNN、SVM等進行圖像自動標註。

影像辨識之鳥類計數平台

與中華民國野鳥學會合作之平台。

https://harui2019.github.io/birdcounting/index.html


工作經歷

Feb 2023 - Now

DevOps and Backend

集雅科技股份有限公司

I possess a strong track record of effectively deploying and managing machine learning services within the team. Leveraging my expertise in Google Cloud Platform (GCP), I have successfully integrated various machine learning solutions into our deployment pipelines.

Mar 2022 - Feb 2023

後端/維運工程師 Backend and DevOps

鈊象電子股份有限公司

I am in charge of API development and connectivity, as well as the finishing of the tool framework. I am on the DevOps team, and also responsible for Jenkins CI/CD interface. In addition, I work with Taiwan University of Science and Technology (NTUST) to import the big data framework into the game and process the data flow of logs generated from the game.

Aug 2018 - Oct 2018

網頁工程師 (實習) Frontend

博錸生技股份有限公司

During the internship, I worked on improving the company's website (ASP.NET), and during the internship, I carried out the full site RWD design and implementation, and improved the loading speed of the website.




學歷

2019 - 2021

National Chengchi University

Master's degree Library and Information Science

2014 - 2018

National Taipei University of Technology

Bachelor's degree Computer Science

Backend

Frontend

DevOps


  • Python
  • Express - Node.js
  • Bash script
  • MongoDB
  • MySQL
  • Redis
  • RabbitMQ
  • Kafka
  • Spark

  • Vue.js
  • jQuery
  • Jinja2

  • GCP and AWS
  • Docker
  • Terraform
  • Jenkins
  • Gitlab CI
  • Travis CI
  • ELK
  • SonarQube
  • Linux
  • Git
Resume
Profile

趙映翔

  曾任職於鈊象電子(IGS)的手遊維運團隊,與團隊維運著DAU 20萬人的手機遊戲,維運負責ELK監控、Jenkins CI/CD自動化打包。並帶一團隊,負責製作遊戲的後台工具,涵蓋API開發、網頁模塊化,以Python Flask架構API、Nuxt.js前端畫面邏輯。

I worked at IGS, where I maintained a mobile game with 200,000 DAU as part of the DevOps team. My responsibilities included ELK monitoring, Jenkins CI/CD, and automated building. Additionally, I led a team that developed tools for games, including API development and web modularization. We utilized the Flask framework to build APIs and implemented Nuxt.js for the front-end website logic.

  就職期間較為有趣的經驗,是與台灣科技大學團隊產學合作,架構一大數據框架,該pipline運算著遊戲實時Log,服務著團隊中的數據科學家,一個更加自動化的資料流。

  One of the more interesting experiences during my career was working with a team of industry-academia of the National Taiwan University of Science and Technology (NTUST) to build a large data framework, a pipeline that computes real-time game logs and serves the data scientists in our team.


  最後就是學生生涯的介紹,2021年,畢業於政治大學圖書資訊與檔案學研究所,研究專注於電腦視覺、圖像分類等領域,熟悉Tensorflow、Pytorch,論文題目為基於自動情境標註之圖像檢索工具發展與數位人文應用研究。

  大學畢業於台北科技大學資訊工程系,程式語言方面熟悉C/C++、OpenCV、JavaScript、Python及Unity,我的畢業專題使用了HTC Vive,製作一款VR射擊遊戲。

  Lastly, I graduated from the Graduate Institute of Library Information and Archival Studies, National Chengchi University (NCCU) in 2021. My research focuses on computer vision and image classification, and I am familiar with Tensorflow and Pytorch, and my thesis is based on the development of image retrieval tools for automatic contextual annotation and digital humanities applications.

  I graduated from the Department of Information Engineering, Taipei University of Technology (NTUT), and I am familiar with C/C++, OpenCV, JavaScript, Python and Unity, and my senior project is to create a VR shooting game using the HTC Vive.


  Taipei, Taiwan

  https://github.com/geminixiang


專案

VR 射擊遊戲

大學畢業專題,使用HTC Vive、Unity及VRTK進行VR遊戲開發。

具情境標註之檢索工具

碩士論文所建構之檢索系統,前端基於Vue提供網頁框架,後端則用到Mask R-CNN、SVM等進行圖像自動標註。

影像辨識之鳥類計數平台

與中華民國野鳥學會合作之平台。

https://harui2019.github.io/birdcounting/index.html


工作經歷

Feb 2023 - Now

DevOps and Backend

集雅科技股份有限公司

I possess a strong track record of effectively deploying and managing machine learning services within the team. Leveraging my expertise in Google Cloud Platform (GCP), I have successfully integrated various machine learning solutions into our deployment pipelines.

Mar 2022 - Feb 2023

後端/維運工程師 Backend and DevOps

鈊象電子股份有限公司

I am in charge of API development and connectivity, as well as the finishing of the tool framework. I am on the DevOps team, and also responsible for Jenkins CI/CD interface. In addition, I work with Taiwan University of Science and Technology (NTUST) to import the big data framework into the game and process the data flow of logs generated from the game.

Aug 2018 - Oct 2018

網頁工程師 (實習) Frontend

博錸生技股份有限公司

During the internship, I worked on improving the company's website (ASP.NET), and during the internship, I carried out the full site RWD design and implementation, and improved the loading speed of the website.




學歷

2019 - 2021

National Chengchi University

Master's degree Library and Information Science

2014 - 2018

National Taipei University of Technology

Bachelor's degree Computer Science

Backend

Frontend

DevOps


  • Python
  • Express - Node.js
  • Bash script
  • MongoDB
  • MySQL
  • Redis
  • RabbitMQ
  • Kafka
  • Spark

  • Vue.js
  • jQuery
  • Jinja2

  • GCP and AWS
  • Docker
  • Terraform
  • Jenkins
  • Gitlab CI
  • Travis CI
  • ELK
  • SonarQube
  • Linux
  • Git