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4-6 years
6-10 years
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Taichung City, Taiwan
Avatar of 施冠宇.
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Avatar of 施冠宇.
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Data engineer @H2 Inc.
2021 ~ Present
AI engineer, ML engineer, data scientist
Within three months
六月三月 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
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 Kevin Kao.
Avatar of Kevin Kao.
Senior Backend Developer @四五網路行銷
2017 ~ 2023
Backend Engineer, Golang Engineer, PHP Engineer
Within one month
作順暢! [email protected] 樹德科技大學|資訊工程系 2006/9 ~ 2010/6 (畢業) 2023年12月 ~ Golang Engineer 滙聚智能販賣機股份有限公司 Golang Gin Docker Git Bash Shell Script RS485 Modbus - PC與PLC通訊模組開發 - 機台通訊測試案例撰寫與開發 - 機台軟體開發 撰寫Shell Script, 快速自動化逐一測試PLC命令 設
PHP
Node.js
Vue.js
Employed
Open to opportunities
Full-time / Interested in working remotely
10-15 years
樹德科技大學(Shu-Te University)
資訊工程系
Avatar of 張愷珉 / Kevin Chang.
Avatar of 張愷珉 / Kevin Chang.
VR developer @HyperBot Studio
2021 ~ Present
Unity Developer, VR/AR Program Manager
Within one month
works in the multimedia Industry. It would be my honor if I could contribute my passion and former experience to your company. My ultimate goal is to assist your company in achieving top level in multimedia entertainment. SKILL Programming C#, JavaScript, SQL, Json, Python, Ruby, JAVA, bash shell. Frontend Unity, React.js, XR(Oculus/VIVE/Vuforia/MARS), Arduino, Kinect Backend Node.js, Postgres, Django , Docker, AWS, Jenkins , Linux, RTMP Work Experience Founder Mustaverse Studio JunPresent Taipei, Taiwan - Engineered the DEAL Toolkit, a versatile card game framework tailored for Web, XR
Unity3D
Jenkins
VR/AR
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
國立嘉義大學
DEDM
Avatar of the user.
Avatar of the user.
php工程師 @冶金數位科技有限公司
2023 ~ Present
後端工程師
Within one month
PHP
MySQL
Vue.js
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
樹德科技大學 Shu-Te University
工業管理
Avatar of Carter Lin.
Avatar of Carter Lin.
Senior Data Engineer @美光科技
2021 ~ Present
Software Engineer / Backend Engineer / DevOps Engineer
Within six months
Hands-on experience in building Restful API service on top of Kubernetes clusters and developed solutions in modern framework FastAPI . Designing, implementing, and supporting serverless Continuous Integration (CI) and Continuous Delivery (CD) pipeline on GCP . Hands-on knowledge on automating day-to-day tasks using scripting languages like Bash Shell Scripting and Python . Create CI/CD pipelines from scratch which follow GitOps flow and deploying service to GKE cluster using Helm . Familiar with GCP service , IAM, GCS, Big Query, Cloud Function, Pub/Sub, Cloud Scheduler Data Engineer Micron OctOct 2021 Taichung, Taiwan Developed and
Python
Google cloud platform
Helm
Employed
Full-time / Remote Only
4-6 years
National Chiao Tung University
資訊管理學系
Avatar of CK 許家愷.
Avatar of CK 許家愷.
工程師 @凡谷興業
2019 ~ 2022
全端/後端工程師
Within one year
https://ckhsu.tw https://github.com/ckhsu3926 許家愷 CKHsu Back-end Engineer (Golang),台中西屯區,TW [email protected] 東海大學, 學士學位, 資訊工程軟體工程組, 2011 ~ 2018 OpenStack虛擬化服務結合SDN網路架構 技能 Unix-Like FreeBSD / MacOS / Bash Network config / Routing / Firewall / DNS Vertualization / GCP / K8S / Docker / CICD Git Branching Strategies / GitLab Front-end HTML /
Golang
Vue.js
SSR
Employed
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
東海大學
資訊工程
Avatar of Marco.
Avatar of Marco.
Past
Video Editor @美商勞倫斯科技股份有限公司台灣分公司
2021 ~ 2024
Video Editor
Within one month
Marco Liao Video Editor Taichung City, Taiwan Hi, this is Marco. A creative video editor based in Taiwan. Create story and memories. 工作經歷 Video Editor • 美商勞倫斯科技股份有限公司台灣分公司 七月三月 2024 廣告腳本撰寫及提案、海量素材搜索、靈活運用各種素材進行剪輯、graphic design、UIX design、icon design 電商部影片製作人員、經紀部影
Microsoft Office
Adobe Illustrator
Adobe Photoshop
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立勤益科技大學
文化創意事業系
Avatar of the user.
Avatar of the user.
Product Design Consultant @Freelancer
2023 ~ 2024
UX Researcher / UIUX Designer / Product Designer
Within one month
User Interfaces
Service Design
User Research
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
Shih Chien University
B.F.A Communication Design
Avatar of the user.
Avatar of the user.
Corporate Strategy Project Director @17LIVE Inc.
2023 ~ Present
Business Strategiest
Within one month
Excel
Project Management
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
National Chengchi University
Communication, General
Avatar of Sherry HSINYU SHIH.
Avatar of Sherry HSINYU SHIH.
Country sale PM @MSI - Micro-Star International Co., Ltd
2019 ~ Present
Sales Account Manager/ Project Manager/ Pre-sales
Within one month
Achievements] -Led the Asia market and contributed to product planning at the Taiwan branch. -Collaborated on a joint project with APBS, a Taiwan phone case brand, and Hamee's brand Patchworks. -Member of the 3rd market project, focusing on Asia Market development and analysis. -Expanded the customer base in Asia and Oceania, including the Philippines (major distributor), Indonesia, Thailand, and Australia. -Acted as the receptionist for major customers and potential international buyers at the 2018 Hong Kong --Consumer Electronics Exhibitions in spring and autumn. [Job scope] -Developing emerging markets (Southeast Asia, Middle East, Oceania) to
Python
Power BI
Excel
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
University of Seoul
Korean intermidiate

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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