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4-6 years
6-10 years
10-15 years
More than 15 years
Taichung City, Taiwan
Avatar of 吳佳謙.
Avatar of 吳佳謙.
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
and university. My father allowed me to develop freely, and at the same time, he told me to be responsible for my future. ●During the research period: Because I want to improve relevant skills and expand my horizons in the workplace, the future trend will be towards lot ,big data and unmanned chemical factories, so I chose to return to the campus to continue to enrich myself. Elective Courses-8 subjects with a total average score :85.4 and GPA : 3.9. ➤ Advanced artificial intelligence: use Google Colab to analyze pm2.5
C++
C#
JAVA
Unemployed
Ready to interview
Full-time / Interested in working remotely
6-10 years
National Chung Hsing University
Computer Science and Information
Avatar of 陳思樺.
Avatar of 陳思樺.
前端工程師 @美商普維股份有限公司台灣分公司
2018 ~ 2022
前端工程師
Within one month
Lily Chen Front-End Engineer I am a front-end developer who has taught myself the craft. My background is in industrial design and big data analysis. I have worked on 4 SaaS products that are based on NAS and cloud ecosystems, and have experience completing website iterations and refactoring. I enjoy collaborating with others, as well as exploring new ideas and technologies. [email protected] Work Experience Front-End Engineer, LatticeWork, Inc. Taiwan Branch JanNov 2022 Developed desktop and web front-end applications for hybrid cloud. Worked with various departments to
JavaScript
In-App Browser
i18next
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立雲林科技大學
工業設計系
Avatar of the user.
Avatar of the user.
Data Scientist @AUO
2020 ~ Present
資料科學家
Within one month
Python
R
SAS
Employed
Full-time / Interested in working remotely
6-10 years
Tunghai University
Statistic
Avatar of 賴佳佑.
Avatar of 賴佳佑.
Past
Packaging Development Engineer @Micron Technology 台灣美光
2022 ~ 2023
製程工程師、設備工程師、半導體工程師
Within one year
賴佳佑 Taichung City, Taiwan LAI Chia Yu Samiconductor Engineer TEL :.E-mail : [email protected] address : 3F-3, No. 47, Ankang Rd., Fengyuan Dist., Taichung City 420 , Taiwan (R.O.C.) Work Experience (Five years and six months work experience) Packaging Development Engineer • Micron Technology 台灣美光 SeptemberMarchBackend FDC system development 2. Optimize FDC system 3. Cooperate with EE&PE to analyze FDC anomalies 4. Big data analysis, Cost reduction 5. FDC performance and SPC out of control points for comparison Equipment Engineer • 華
Engineering
Product Management
PowerPoint
Unemployed
Full-time / Interested in working remotely
4-6 years
(NCUT)National Chin-Yi University of Technology
Chemical and Materials Engineering
Avatar of 黃冠傑.
Avatar of 黃冠傑.
Past
Frontend engineer @CREPOWERMAY CO.,LTD
2021 ~ 2023
Frontend Engineer
More than one year
to increase the speed of bug fixing by 20%. Import writing tech documents in software development. System operation 2018/12 ~ 2019/02 mlytics Limited Build a log monitor system for the CDN service system. Build error notifications for service. Use Docker to increase deployment speed. Education Big Data (670 hrs) 2018//09 iSpan (Institute for Information Industry (III)) Build model to instantly analysis for dog actions Build analysis environment by using AWS and Docker ETL Data and information visualization (Grafana, Tableau) Applied English 2013//06 Chaoyang University of Technology
Next.js
React.js
Typescript/Javascript
Unemployed
Full-time / Interested in working remotely
4-6 years
iSpan (Institute for Information Industry (III))
Big Data
Avatar of 林筱薇 Tiffany.
Avatar of 林筱薇 Tiffany.
Past
Marketing Specialist @Lumens Digital Optics Inc.
2018 ~ 2021
Marketing Specialist
More than one year
A. Trade Shows Coordinator of international trade shows and multiple cross-departmental communication 1. ISE 2019 &create the raffle activity to deepen branding awareness Result: 300+ leads, 200+ YouTube subscribers 2. NABcoordinate resources from each company department Result: 500+ leads 3. Infocomm USAimplement big data, helping sales to achieve the goal Result: 400+ leads 4. Infocomm Indiacollaborate with third-party VR software Result: 700+ potential customer leads B. New Product Launch Project leader of marketing dept. for the NPI (New Product Introduction) process 1. Total 25 projects
Content Marketing
Email Marketing
Social Media Marketing
Unemployed
Full-time / Interested in working remotely
4-6 years
Providence University
Business Administration
Avatar of the user.
Avatar of the user.
資深軟體工程師 @台積電
2012 ~ Present
資深軟體工程師
Within one year
golang
C#
Git
Full-time / Interested in working remotely
6-10 years
國立清華大學
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
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
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 the user.
Avatar of the user.
VR developer @HyperBot Studio
2021 ~ Present
Unity Developer, VR/AR Program Manager
Within one month
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 Carter Lin.
Avatar of Carter Lin.
Senior Data Engineer @美光科技
2021 ~ Present
Software Engineer / Backend Engineer / DevOps Engineer
Within six months
Familiar with GCP service , IAM, GCS, Big Query, Cloud Function, Pub/Sub, Cloud Scheduler Data Engineer Micron OctOct 2021 Taichung, Taiwan Developed and maintained ETL processes using Python to transfer data into Hadoop Ecosystem, including HBase and Hive, for efficient data storage and retrieval. Proficient in SQL for data manipulation and query optimization. Collaborated with cross-functional teams to design and implement data pipelines, ensuring data integrity and accuracy. Streamlined data processing workflows, resulting in significant time and resource savings. Worked on data integration with Snowflake, enhancing the company's data warehousing capabilities. Skill
Python
Google cloud platform
Helm
Employed
Full-time / Remote Only
4-6 years
National Chiao Tung University
資訊管理學系

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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