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4-6 years
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Taipei City, Taiwan
Avatar of 陳奕妤.
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Past
Senior Data Analyst @趨勢科技
2022 ~ Present
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
labeling MMA customers by using statistical methods and machine learning methods. Developing automation regular reports, maintaining SQL store procedures, Tableau dashboards and Power BI dashboards. Cooperated with cross-functional team (Product, Marketing, Platform, PM, IT, Sales) to provide timely and accuracy business insight analysis. Developing automated web crawler on MMA website to collect ETF, fund, bond information. Skill : Microsoft SQL Server · Microsoft Power BI · Data Cubes · R · Python · Tableau · Web Crawling · machine learning · IMPALA · HIVE · Git · Docker Data Analyst • Catchplay AprOct 2020 Indonesia OTT customer profile analysis - Collecting, analyzing and evaluating data and campaign performa.
python
R
SQL
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
輔仁大學 Fu Jen Catholic University
統計資訊學系
Avatar of Ryan Shen.
Avatar of Ryan Shen.
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
National Institute for International Education十一月 2018 到期 JLPT N1 the Interchange Association, the Japan Foundation and Japan Educational Exchanges and Services N1A008080T 發照日期 一月 2013 · 永久有效 Side Projects JableDownloader Xamarin/C#/Android/iOS/Web Crawler An app which allows you to play and download HLS videos provided by an adult video site called Jable.tv. Source Code Game Cheats Windows Forms/C#/Reverse Engineering/Windows API A game cheat for NS-Shaft, which provides some features like locking
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 Danny_Teng.
Avatar of Danny_Teng.
Software Engineering Section Manager @仁寶
2023 ~ Present
Lead Designer, Senior Consultant, Design Manager
Within one month
Danny_Teng DOMAIN KNOWLEDGE -Smart wearable devices / Smart medicine -Product testing and quality assurance process improvement. -Manufacturing product test program development. -Automatic tool development. -Graphical user interface development. -Robot arm system : ABB, Rotot Studio -Interactive Control : VISA, SCPI, GPIB -Supervised learning: Data Annotation / Data Labeling -Smart manufacturing -DevOps TECHNICALS SKILLS -Python / PyQt / Pandas / Openpyxl / PyVisa / Pywinauto / Crawler / FastAPI -VUE.js / PostgreSQL / Linux / Prestd / Docker / JavaScript -ABB Robot / Robot Studio / RAPID Taipei, Taiwan 工作經歷 Software Engineering Section
Python
Docker
DevOps
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
National Taipei University of Technology
電機系
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工程師
Within two months
Developer
Python
django
Unemployed
Ready to interview
Full-time / Interested in working remotely
6-10 years
高雄應用科技大學
電機系
Avatar of GISH Shao.
Avatar of GISH Shao.
AI Engineer/系統開發工程師 @中信金控_台灣人壽保險股份有限公司
2022 ~ Present
AI Engineer
Within one month
智能金融處) Building Machine Learning models to apply risk assessment in banking. Specialized in credit card and Join Credit Information Center(JCIC) data. ETL data and construct data pipelines for retraining models/in production. Working in RPA( Robotic Process Automation) team, Web Scraping(crawler) and automating routine tasks to achieve labor cost reduction. JuneMay 2020 Data Scientist Intern @ Cathay Financial Holdings. 國泰金控 Digital data & Technology (DDT, 數數發) Research into Interpretable Machine Learning and its existing algorithms. Experimented LIME & SHAP on open data. ( GitHub
Python
SQL
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立台灣大學 National Taiwan University
Business Administration
Avatar of 施冠宇.
Offline
Avatar of 施冠宇.
Offline
Data engineer @H2 Inc.
2021 ~ Present
AI engineer, ML engineer, data scientist
Within three months
施冠宇 在 H2 inc. 智抗糖 app 中開發 food AI recognition 功能 ,目前服務已經穩定上線 New Taipei City, Taiwan 工作經歷 Data engineer • H2 Inc. 十二月Present 【AI 食物辨識及分類】 - 設計 labeling workflow and rules, 並領導 3 位 labelers 團隊 - 管理 food AI recognition project life cycle, 完成 end-to-end deployment 並根據用戶回饋建立 retrain system - 幫助公司 app 增加
Airflow
Docker
AWS
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
清華大學
動力機械工程學系
Avatar of the user.
Avatar of the user.
Past
Senior Software Engineer @KaiOS Technologies, Inc.
2021 ~ 2023
Sr. Backend Engineer, Sr. Software Engineer, Backend Team Leader
Within one month
Java
Python
Spring Boot
Unemployed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
Tajen University
Bachelor Of Computer Science
Avatar of the user.
Avatar of the user.
Front-end Developer @大括號科技股份有限公司
2022 ~ Present
前端工程師 Front-End Developer
Within one month
JavaScript
HTML 5
CSS3
Employed
Open to opportunities
Part-time / Remote Only
6-10 years
Shu-Te University of Technology
Bachelor's Degree Computer Science and Information
Avatar of 余思萱.
Avatar of 余思萱.
Data Engineer @美好金融
2022 ~ 2023
軟體工程師
Within one month
余思萱 Data Engineer 台灣, 新北 我是Yvette ,擅長ETL、規劃data pipeline、和data infrastructure,主要以Python、Java做為開發語言,並有MongoDB Cluster、PostgreSQL, Tableau 維運經驗。 就職期間,我常與金融從業人員、專利專家協作,具有良好的跨職能溝通能力。與團隊成員互動 良好,經常討論、互相支援以解決問題 ,透過讀書
Java
Python
MongoDB
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
國立中央大學
物理
Avatar of 郭連泰.
Avatar of 郭連泰.
Senior iOS developer @CRYPTO.com
2022 ~ Present
ios工程師
Within three months
實現更動態的頁面跳轉邏輯 Others: 1. Third Party 2. Cocoapods 3. UI/UX設計及Sketch 4. HTML / CSS / JavaScript 5. Jenkins / Fastlane / GitHub action 6. GCP 7. python crawler Framework 1. Core Animation / Core Graphics / ARKit 2. Core Location / UserNotifications / MapKit 3. AVFoundation / AssetsLibrary 4. Core Bluetooth 5. WebKit 6. SpeechKit Third Party: 1. SDWebImage 2. Mixpanel-swift / Firebase 3. Moya / Alamofire
Xcode
IOS
Swift
Employed
Open to opportunities
Full-time / Not interested in working remotely
6-10 years
長庚大學
電子工程所

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Within three months
Data engineer / Data scientist
Logo of H2 Inc..
H2 Inc.
2021 ~ Present
New Taipei City, Taiwan
Professional Background
Current status
Employed
Job Search Progress
Open to opportunities
Professions
Data Scientist, Data Engineer, Python Developer
Fields of Employment
Artificial Intelligence / Machine Learning, Big Data, Software
Work experience
4-6 years
Management
I've had experience in managing 1-5 people
Skills
Airflow
Docker
AWS
Flask
Python
Machine Learning
Object Detection
Linux
Bash shell
Git
Deep Learning with PyTorch
Data Analysis
PostegreSQL
MongoDB
ETL Pipeline
Wandb
C/C++
Crawler
Languages
Chinese
Native or Bilingual
English
Professional
Job search preferences
Positions
AI engineer, ML engineer, data scientist
Job types
Full-time
Locations
台灣台北市, 台灣新北市, 台灣台中市
Remote
Interested in working remotely
Freelance
Yes, I freelance in my spare time
Educations
School
清華大學
Major
動力機械工程學系
Print

施冠宇

在 H2 inc. 智抗糖 app 中開發 food AI recognition 功能 ,目前服務已經穩定上線

  New Taipei City, Taiwan      


工作經歷

Data engineer  •  H2 Inc.

十二月 2021 - Present

【AI 食物辨識及分類】
- 設計 labeling workflow and rules, 並領導 3 位 labelers 團隊
- 管理 food AI recognition project life cycle, 完成 end-to-end deployment 並根據用戶回饋建立 retrain system
- 幫助公司 app 增加 6 % 用戶參與度並獲得 70 % 用戶滿意度
- 運用 DVC 建置 model experiment tracking, dataset versioning 以及 model management

【Airflow 定期排程以及維運 data reports】
- 創建 2 個 ETL pipeline
- 幫助 3 個不同部門維護 8 個 data reports
- 利用 python 去處理並且整合SQL, Google big query, AWS S3 bucket不同來源的 data source

【Data analysis】

- 根據各部門所需提供相對應的數據分析
- 針對不同 project 進行 exploratory data analysis 分析

AI 工程師  •  林口長庚醫院-AI core lab

六月 2019 - 三月 2021

【建置 AI 模型與應用】
- 利用 AI deep learning CNN models,解決醫療領域的問題
- 利用機器學習方法輔助解決醫療領域問題
- 搭配 Linux bash shell 幫助 AI 模型的運行

1. Corneal ulcer
- 建立 two-stage model 並且 fine-tune model 至 80% Accuracy 達 80%, 高於醫師判斷的 66%, 已經與醫師共同發表醫療 AI paper

2. Pterygium案件
- 運用 6 種不同 CNN model 搭配 5 種 data augmentation 並且 fine-tune model,達到 93 % Accuracy 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

2014 - 2018

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
Resume
Profile

施冠宇

在 H2 inc. 智抗糖 app 中開發 food AI recognition 功能 ,目前服務已經穩定上線

  New Taipei City, Taiwan      


工作經歷

Data engineer  •  H2 Inc.

十二月 2021 - Present

【AI 食物辨識及分類】
- 設計 labeling workflow and rules, 並領導 3 位 labelers 團隊
- 管理 food AI recognition project life cycle, 完成 end-to-end deployment 並根據用戶回饋建立 retrain system
- 幫助公司 app 增加 6 % 用戶參與度並獲得 70 % 用戶滿意度
- 運用 DVC 建置 model experiment tracking, dataset versioning 以及 model management

【Airflow 定期排程以及維運 data reports】
- 創建 2 個 ETL pipeline
- 幫助 3 個不同部門維護 8 個 data reports
- 利用 python 去處理並且整合SQL, Google big query, AWS S3 bucket不同來源的 data source

【Data analysis】

- 根據各部門所需提供相對應的數據分析
- 針對不同 project 進行 exploratory data analysis 分析

AI 工程師  •  林口長庚醫院-AI core lab

六月 2019 - 三月 2021

【建置 AI 模型與應用】
- 利用 AI deep learning CNN models,解決醫療領域的問題
- 利用機器學習方法輔助解決醫療領域問題
- 搭配 Linux bash shell 幫助 AI 模型的運行

1. Corneal ulcer
- 建立 two-stage model 並且 fine-tune model 至 80% Accuracy 達 80%, 高於醫師判斷的 66%, 已經與醫師共同發表醫療 AI paper

2. Pterygium案件
- 運用 6 種不同 CNN model 搭配 5 種 data augmentation 並且 fine-tune model,達到 93 % Accuracy 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

2014 - 2018

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