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Taiwan
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Amazon Web Services (AWS)
參點藝視無限多媒體企業社
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遊戲橘子數位科技股份有限公司
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CAPSULE Inc.
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New Taipei City, Taiwan
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Avatar of Cheng Yi Peng.
Avatar of Cheng Yi Peng.
Cheng Yi Peng
Devops Engineer @Zoul Studio
・
2022 ~ Present
Devops / UE Engineer
Within one month
Marvin Peng 2 years experience of Devops Engineer 3 years experience of Unreal Engine Developer MyPage Skills DevOps AWS Linux Jenkins Docker Git Perforce Terraform Kubernetes Others Unreal Engine 4 / 5 Nginx flask ngrok IPv4/v6 networking routers, firewalls Languages Python Unix Shell (bash) C/C++ Experience Zoul Studio / Devops NovNow Devops、Game streaming、Multiplayer Games、VR Deploy games on server for pixel streaming services, enabling end-users to access the gaming service with browser. Automate for EC2 instances, using python with lambda function and Shell script to control and reduce usage costs
aws
Docker
Linux
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
輔仁大學 Fu Jen Catholic University
・
資訊工程
Avatar of the user.
Avatar of the user.
Available for paid companies
Data Scientist @Vizuro
Manager
Within one month
AI & Machine Learning
Airflow
AWS
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
National Taiwan University
・
Quantum Computation and Information Science and Technology
Avatar of the user.
Avatar of the user.
Available for paid companies
Engineer @鴻霖
・
2022 ~ Present
軟體工程師
Within one month
HTML5
Ruby
CSS3
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立中正大學
・
資訊工程
Avatar of the user.
Avatar of the user.
Available for paid companies
後端工程師 @Glossika
・
2022 ~ Present
資深工程師
Within one month
PHP
Python
Laravel
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立清華大學
・
資訊系統與應用研究所
Avatar of 楊庭彰.
Avatar of 楊庭彰.
楊庭彰
PHP 工程師 @越世實業
・
2020 ~ Present
後端工程師
Within one month
了開發之外也與其他工程師有更多的合作、溝通以及互相code review的機會，也提升了自己code review以及理解程式碼的能力。 技能 Programming Python PHP DB(RDBMS/NoSQL) Framework Python - Flask/Django/FastAPI PHP - laravel 文件 - OpenAPI Others 網頁API設計/開發 資料庫設計/應用 Docker DB MySQL PostgreSQL MongoDB Redis Async Workflow Celery message queue(redis/RabbitMQ) 學
english
PHP
Python
Full-time / Interested in working remotely
4-6 years
台灣大學
・
數學
Avatar of Bambi.
Avatar of Bambi.
Bambi
Frontend Developer @KICKcreative - 稽古創意行銷有限公司
・
2019 ~ 2023
後端工程師、Python工程師、AI軟體工程師、前端工程師
Within six months
能夠更專注在提供美食上。 以下是過程中自己有使用到的技術 / 技能： 前端 Vue 3 ( Axios, Vuex, Vue-router, Vue-i18n ) Ant Design Vue SCSS LINE Front-end Framework (LIFF) 後端 Python Flask ( ORM 框架使用 Flask-SQLAlchemy ) LINE Messaging API MySQL 版控 / 環境建置 Docker GitHub 工作經歷 四月三月 2023 Frontend Developer 稽古創意行銷有限公司 任職期間依照需
Python
Flask
vue
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
緯育TibaMe
・
AI 應用部署工程師
Avatar of Jason Chung.
Avatar of Jason Chung.
Jason Chung
軟體工程師 @核心智識
・
2018 ~ Present
後端工程師
Within one year
處方之關聯性及群集 利用Tableau視覺化呈現 工作 ： 資料清理、倉儲 利用機器學習（Apriori、K-Means、LDA）演算法實作關聯性分析和分群 技術 ：Python、Flask、MySQL、Highcharts、jQuery、Bootstrap 學歷二，2015 年 4 月年 10 月 中壢資策會 大數據資料分析師養成班 專題 ： 住屋區位探索 內容 ： 資料收集：撰寫爬蟲
Word
PowerPoint
Excel
Employed
Full-time / Interested in working remotely
4-6 years
淡江大學 Tamkang University
・
數學系
Avatar of 曾嘉薪 (Neil).
Avatar of 曾嘉薪 (Neil).
曾嘉薪 (Neil)
資深前端工程師 @光碩資訊
・
2022 ~ Present
資深軟體工程師
Within six months
合結果 輸出特定格式供課程使用。透過該系統，可減少人工調整資料的時間及登打錯誤的可能性，進而提高行政工作效率 。 Python, Flask, SSR, SQLAlchemy, Pandas, Sqlite Gitlab source 技術框架轉移 (外包案)（ Frontend ） 受委託將原本在Uniapp框架Web App移植至Vue 3.0技術框架 Vue 3.0, Quasar CLI w/ Vite
CSS3
JavaScript / ES6 / jQuery
Java
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
10-15 years
崑山科技大學 Kun Shan University
・
資訊管理
Avatar of 黃家驊.
Avatar of 黃家驊.
黃家驊
後端工程師(golang) @宇泰華科技股份有限公司
・
2020 ~ Present
Backend Engineer
Within one month
發流程，未來不侷限任何程式語言以及發展路線，熱愛挑戰學習新事物；期待未來可以與貴公司共同成長。 技能 Skills Back-End Golang Gin Python Django Flask Java Script Java Front-End Html5 CSS3 Ajax Jquery Database My Sql Ms Sql Mongo DB Redis Neo4j GCP Big table Spanner Tool Git Hub Docker/Kubernetes Echarts FFmpeg Skills 後端開發 前端開發 影片串流開發 Language 中
python
golang
html + css + javascript
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
龍華科技大學
・
資訊管理
Avatar of 施冠宇.
Offline
Avatar of 施冠宇.
Offline
施冠宇
Data engineer @H2 Inc.
・
2021 ~ Present
AI engineer, ML engineer, data scientist
Within three months
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
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

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Within three months
Avatar of 施冠宇.
施冠宇
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
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