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Taipei City, Taiwan
Avatar of 葉家登.
Avatar of 葉家登.
Past
高級工程師二 @奇偶科技股份有限公司
2016 ~ 2024
軟體工程師
Within one month
葉家登 軟體工程師,C/C++軟體開發經驗7.5年,雙棲Windows/Linux平台,曾任職於安全監控業從事影像監控管理系統開發。 Taipei, Taiwan 工作經歷 高級工程師二 • 奇偶科技股份有限公司 八月二月 2024 工作內容: 以公司主力產品-影像監控管理系統(VMS) 為核
C++
Golang
Python
Unemployed
Ready to interview
Full-time / Interested in working remotely
6-10 years
逢甲大學 Feng Chia University
資訊工程學系研究所
Avatar of Chenyang Hsu.
Avatar of Chenyang Hsu.
Past
Senior Product Application Engineer @Mi Equipment
2021 ~ 2023
Senior Engineer
Within one month
and business issues◆ Increased productivity: Coordinated the new tool expansion of poly1 etch, increased the production capacity of the main product by 25-30% within a year. ◆ New product development: Cooperated with ST / PEI engineers on products in the experimental stage or converted into mass production. Including the CIS/HV/BCD products. ◆ Trained newcomers and served as SPC coordinator. Education Chung Yuan Christian University Master of Physics Job skill C/C++ Embedded system Matlab DOE FMEA Risk Analysis SPC Word, Excel, Powerpoint Language English — Intermediate Mandarin — Native language
DOE
FMEA Risk Analysis
MES
Unemployed
Ready to interview
Full-time / Interested in working remotely
6-10 years
Chung Yuan Christian University
Physic
Avatar of the user.
Avatar of the user.
Past
Senior Firmware Engineer @Artesyn Embedded Technologies
2019 ~ 2022
韌體工程師/軟體工程師/控制工程師/演算法工程師/
Within one month
C
Python
C/C++
Unemployed
Ready to interview
Full-time / Interested in working remotely
6-10 years
日本電氣通信大學 The University of Electro-Communications (UEC)
Robotics Engineering
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Avatar of the user.
高級工程師 @仁寶電腦工業股份有限公司
2018 ~ Present
工程師
Within three months
C++
Python
Linux
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
中原大學 Chung Yuan Christian University
資訊工程
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
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 Cheng Yi Peng.
Avatar of 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.
GNSS Algorithm Engineer @Airoha Technology Corp.
2018 ~ Present
資深軟/韌體工程師
Within one month
C
GNSS
FreeRTOS
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
National Cheng Kung University
Aeronautical and Astronautical Engineering
Avatar of 李之紘.
Avatar of 李之紘.
Software Engineer @方見科技
2023 ~ Present
Firmware Engineer, Firmware Developer, Embedded Software Engineer
Within one month
端工程師,為組織帶來價值。我的快速學習能力和紮實的開發技巧使我深信能成為您的最佳選擇。 New Taipei, Banqiao District, New Taipei City, Taiwan 技能 C/C++ C# Javascript Node.js Solidity Docker GitHub Action 專案 Omamori ( GitHub ) 三月六月 2023 Omamori 是在 Z 學院區塊鏈開發者課程第二期期間創建的畢業專案
C
C++
C#
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
中原大學
電機工程
Avatar of chen li Huang.
Avatar of chen li Huang.
iOS Developer @Sequent Lab, Ltd.
2022 ~ Present
Senior iOS Developer
Within one month
Taipei, Taiwan 1.iViewer APP(Android/iOS): Target: The App makes users watch their camera streaming on the App to monitor it, and do some operations on camera settings. We also provide the detection for some events and notify the user immediately. Skill & Language: MVC / RESTFul API/ Swift / Object-c / C++ /Jenkins / Java/ Mixpanel 2.VivoCloud (Android/iOS) : Target: The App is based on iViewer and provides an account system for business users. Skill & Language: MVC / RESTFul API/ Swif...
IOS App Development
Mobile App Development
SwiftUI
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立清華大學
Computer Science
Avatar of 周君諦.
Avatar of 周君諦.
Senior AI Research/Engineer (part-time) @NeuroBonic Inc.
2022 ~ 2023
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Within one month
applications. I proactively organized a regular research study group with other lab members to progress our research . Participating in research projects : a comprehensive description is in "Project Experiences". Skills : Database buildup (SQL), Data Engineering (NumPy, SciPy, Pandas), M achine Learning (Scikit learn), Deep Learning (PyTorch, PyTorch lightning), C/C++ Biosignal Algorithm Engineer Rooti Labs Ltd. • AugustJuly 2020 Supervisor : Michael Li 黎克邁 (CEO, Rooti Labs Ltd.) The primary developer of the processing and interpretation algorithm for long-term ECG recordings. The developed algorithm significantly enhanced the arrhythmia detection accuracy by
Python
PyTorch
Machine Learning
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
National Yang Ming Chiao Tung University
Computer Science

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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