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4-6 years
6-10 years
10-15 years
More than 15 years
Taipei City, Taiwan
Avatar of 曾儀婷.
Cloud Solution Architect
Within two months
AWS IoT Core, AWS Greengrass, Arduino, AWS Glue, AWS S3, AWS QuickSight ITRI Talent Training project speaker - Cultivate the solutions architect ability of emerging industry structure for unemployed Small Enterprise Skill Improvement Program - Help traditional industry to improve custo mer targeting, efficiency of back-office operations, and reduced costs through AWS IoT, Big Data, and Machine Learning solutions # AWS IoT Core, AWS IoT Event, AWS IoT Analytics, AWS Greengrass, AWS Glue, AWS Kinesis Service, AWS S3, AWS API Gateway, AWS lambda, AWS Step Function Design hands-on tutorials for the training course - AWS solutions architect, security, Develop, IoT, big
JavaScript
Python
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立臺灣科技大學
資訊管理
Avatar of the user.
Avatar of the user.
Site Relaibility Engineer @Digital Forest Technologies
2023 ~ Present
SRE /DevOp engineer
Within one month
Grafana
ELK(ElasticSearch)
Uptime
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
明新科技大學
電子工程學系
Avatar of 蔡坤益.
Avatar of 蔡坤益.
駐點工程師 @中嘉數位股份有限公司
2023 ~ Present
程式設計師
Within one month
蔡坤益 資深 PHP 程式開發,全端技術應用 [email protected], Taiwan Skills Language PHP - 精通 PHP Framework: CodeIgniter- 精通 PHP Framework: Laravel - 熟悉 SQL- 精通 Front-end HTML - 精通 CSS- 熟悉 Javascript - 熟悉 jQuery - 熟悉 Bootstrap - 熟悉 Database MySQL - 精通 SQL Server - 熟悉 SQLite - 熟悉 MongoDB - 熟悉 Database design - 精通 Redis - 熟悉 Service AWS EC2 - 熟悉 AWS S3 - 熟悉 AWS RDS - 熟悉 Else RESTful API - 精通 API Blueprint - 熟悉
PHP
CodeIgniter
JavaScript
Employed
Open to opportunities
Full-time / Interested in working remotely
10-15 years
國立高雄應用科技大學
資訊管理
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
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
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 Kuo-Lun Huang.
Avatar of Kuo-Lun Huang.
AI 研發主任(function leader) @緯創資通股份有限公司
2020 ~ Present
AI 演算法相關工作
Within two months
Kuo-Lun Huang Experienced leader in innovative AI solutions, implementing Retail Visual recognition, Route-Optimization, and 3D models design. Collaborated with Nvidia on AI projects, managing MLOps on AWS/Azure. Established AI expert with patented processes and algorithms, adept in ML/DL models and AI chip applications. Imparted knowledge through training programs as a lecturer and editor. Seeking to become an integral part of the team. Taipei City, Taiwan WORK EXPERIENCE工 AI 研發副理(function leader) • 緯創資通股份有限公司 三月Present 專
Python
AWS EC2
AWS SageMaker
Employed
Full-time / Not interested in working remotely
6-10 years
中原大學 Chung Yuan Christian University
化學工程/生醫材料工程
Avatar of the user.
Avatar of the user.
資深後端工程師 @SR
2018 ~ Present
資深後端工程師
Within one month
PHP
JAVA
Linux
Employed
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
真理大學 Aletheia University
資訊工程
Avatar of the user.
Avatar of the user.
Senior web developer @HP Inc.
2023 ~ Present
Full Stack Web Developer
Within one month
Communication
AWS
Web Developer
Employed
Full-time / Interested in working remotely
10-15 years
Ming Chuan University
Bachelor of Arts-BA Commercial and Advertising Art
Avatar of Lewis Chang.
Avatar of Lewis Chang.
Senior Backend Engineer @Appier 沛星互動科技
2022 ~ Present
軟體工程師
Within one month
queries performance by 80% compared to OLTP database on trillions of rows. - In charge of the handover of new product, improved the observability of a complex system by Prometheus and ELK stack. Senior Full-Stack Developer / Scrum Master • GoFreight OctNov. - Built a photo upload service with AWS S3 and Lambda. - Profiled and optimized complex MySQL query with Django ORM for 50%~80% performance boost and solved deadlock issues. - Improved legacy RESTful APIs to achieve better performance and UX. - Lead a Scrum team of 8 to deliver values to customers. - Coordinated communications among
Python
Backend Development
Frontend Development
Employed
Not open to opportunities
Full-time
4-6 years
National Central University
Department of Optics and Photonics
Avatar of 徐旻昌.
Avatar of 徐旻昌.
Java資深工程師 @智鈦星平台服務有限公司
2023 ~ Present
JAVA軟體工程師
Within three months
. Skill Back End Java / Spring Boot MySQL / Redis / MongoDB Gradle / Maven Front End Javascript JQuery / Bootstrap CSS Develop Tool Intellij IDEA Docker Git / Gitlab / Jekins Performance Test Tool JMeter VisualVM / Jconsole Spring Admin web Cloud Platform Service GCP Storage Azure Storage AWS S3 Storage OVH Object Storage Other Linux / Windows / MacOS Jira / Trello ELK + F Work Experience Java資深工程師 源速雲有限公司 • 二 月now 國際金融投資交易平台開發及維
JAVA
linux
MySQL
Employed
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
國立台北商業大學
資訊管理
Avatar of 黃彥閔 Min Huang.
Avatar of 黃彥閔 Min Huang.
Backend Engineer @KKCompany
2020 ~ Present
Backend Engineer
Within six months
價(Tiered Pricing) 等各種情境的計價方式。 - 為 BV One 提供 Billing Service 根據 Pricing Model 所定義按照週期,統計費用,並提供報表資料。 Tech - Backend: Golang, Restful, gRPC - Database: MySQL, MongoDB(AWS DocumentDB), Elastic Search(Elastic Stack) - Cache: Redis(ElastiCache) - CICD: GitlabCI, Docker, Kubernetes, Terraform - AWS: DoucmentDB, DynamoDB, Lambda, S3, SES, SQS, SNS Backend Engineer Paradise Soft • MarMay 2020 負責開發維護公司 DWH(Data WareHouse) 服務,包含資料收集(爬蟲,第
Golang
MySQL
Redis
Employed
Full-time / Interested in working remotely
4-6 years
德明財經科技大學
資訊科技

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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