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Avatar of the user.
Available for paid companies
Past
Career transition @Career Break
・
2024 ~ 2024
NLP Engineer / Data Scientist / Machine Learning Engineer
Within one month
Python
SQL
NLP
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Chengchi University
・
資訊科學系
Avatar of 邱文凱.
Avatar of 邱文凱.
邱文凱
CakeResume Premium Badge
系統開發經理 @優利士實業
・
2013 ~ Present
前端工程師、後端工程師、全端工程師
Within one month
應用: mysql、 DynamoDB 、 ElastiCache 、RDS、 Redis、elasticsearch 金流串接:直串銀行、綠界、藍新、悠遊卡、悠遊付、tappay、街口支付、全支付 電子發票:關貿、綠界、鯨耀 簡訊API:三竹、sms 自動傳真介接:中華電信 canbus資料讀取、應用 IOT板子應用:Arduino、esp32 常用語言:jvascript、php、dart、python、C++、shell 語言 中文 - 精通 台語 -精通 英文 - 普通
JavaScript
node
Python
Employed
・
Ready to interview
Part-time / Interested in working remotely
10-15 years
私立僑泰高級中學
・
微電修護科
Avatar of 賴泳瑄.
Avatar of 賴泳瑄.
賴泳瑄
老闆 @歐趴飲料店
・
2012 ~ 2018
AIOT開發工程師
Within one month
Android / IOS 專案框架及工程師疑難排解 APP WEB UX 規劃 第三方元件整合 Google Play / Apple Store 上架 兼任講師 • 東海大學 一月Present 主要教學C、C++、JAVA、PYTHON、物聯網、資料科學、機器學習、深度學習等等。 科技部計畫研究助理 • 東海大學 一月十二月 2019 協助撰寫科技部計畫
機器學習、大數據分析、邊緣運算、資料探勘
Application Development
Data Science
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
Tunghai University
・
資訊
Avatar of Gordon Shih.
Avatar of Gordon Shih.
Gordon Shih
Past
經理 @芫鉅科技
・
2022 ~ 2023
專案開發主管
Within three months
統上。除此之外，亦負責開發網路閘道器(Router)自動化驗證軟體系統，以及WiFi RF性能估測軟體系統，此系統除台灣分公司使用之外，亦使用於以色列分公司。 學歷 逢甲大學 Feng Chia University 自動控制,程式設計技能 Communication C C++ C# CSS JavaScript HTML/CSS 語言 Chinese — 進階 English — 中階
Communication
C
C++
Unemployed
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More than 15 years
逢甲大學 Feng Chia University
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自動控制, 程式設計
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Available for paid companies
Past
Asia Lead Software Engineer @新加坡商羅福斯有限公司台灣分公司
・
2023 ~ 2024
Software Engineer
Within one month
C++
C#
JAVA
Unemployed
・
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Full-time / Interested in working remotely
6-10 years
National Chung Hsing University
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Computer Science and Information
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全端工程師 @帝商科技股份有限公司
・
2020 ~ Present
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Within one month
PHP
Laravel
Scrum
Employed
・
Open to opportunities
Full-time / Not interested in working remotely
4-6 years
朝陽科技大學
・
資訊工程系
Avatar of 張暐翔.
Avatar of 張暐翔.
張暐翔
軟體工程師 @Wistron NeWeb Corporation 啟碁科技股份有限公司
・
2023 ~ 2023
軟體工程師
Within two months
張暐翔 Taichung City, [email protected] As a dedicated Computer Science student with a specialization in Machine Learning and Network Security, my core competencies lie in the intricacies of operating systems, the nuances of cybersecurity, advanced program design, and the application of machine learning algorithms. Fueled by an insatiable drive for innovation and an unwavering commitment to excellence, I seek to engage with a technologically advanced environment that not only challenges my capabilities but also offers opportunities for growth and contribution at the forefront of the technology sector. 工作經歷 Master's
Word
PowerPoint
Excel
Studying
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Open to opportunities
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4-6 years
國立中正大學(National Chung Cheng University)
・
Computer Science and Information Engineering
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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
Avatar of Hsiang-Hua Liu.
Avatar of Hsiang-Hua Liu.
Hsiang-Hua Liu
馬達設計工程師 @鑫元鴻實業股份有限公司
・
2022 ~ Present
工程師
Within one month
學 楠梓校區） 電訊工程系 •經歷： 系學會成員 魔幻藝術社社員 學習歷程： RF基礎知識學習 天線設計課程(實作) 基礎語言課程(C、C++、組合語言等) 藍芽模組應用 技能 軟體應用 Ansys Maxwell Ansys Rmxpert MotorCad AutoCAD 2D Matlab 基本文書軟體 技能經歷 IE3&IE4 馬達磁路設計 直流無刷
ANSYS MAXWELL
AutoCad 2D
word
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
逢甲大學(Feng Chia University)
・
資訊電機工程碩士學位學程
Avatar of Kevin Fan.
Avatar of Kevin Fan.
Kevin Fan
Backend Engineer @群馥科技股份有限公司(Fortuna Intelligence Company,LTD)
・
2023 ~ Present
前端工程師、後端工程師、全端工程師
Within one month
問題並具有良好的團隊合作能力。 SKILL SET Backend frameworks: Spring Boot(Java) and Nest.js(Node.js) Frontend Frameworks: React, Vue Containerization and deployment: Docker, Kubernetes Automation: GitLab CI/CD, Shell script Programing languages: JavaScript, Java, Python, Go, C++ Databases: Mongo, Postgres, Redis Message Brokers: Kafka, NATS, RabbitMQ, MQTT Others: Nginx, RESTful, Graphql, Git SUMMARY 具備豐富的全端開發經驗，擅長於從零到一的專案規劃與開發，善於優化系
JavaScript
Java
Python
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立聯合大學 National United University
・
資訊工程

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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