CakeResume Talent Search

Advanced filters
On
4-6 years
6-10 years
10-15 years
More than 15 years
Taipei City, Taiwan
Avatar of 林毅昀.
Avatar of 林毅昀.
Past
資深技術支援工程師 @璟昇科技股份有限公司-美商ID TECH台灣分公司
2021 ~ 2023
Backend Engineer
Within one month
的OEM版本進行手動測試,並產出Test Report -針對新版本進行自由測試 2. 撰寫test case -根據產品規格,設計test case -包含functional, scenario and usability test case Django 網站+HEROKU 上傳 【網站架構】 1. 前端網頁使用 HTML/CSS/JS 撰寫,涵蓋 head/body/banner/main/footer。 2. 後端框架:Django(Python) 3. 資料庫:本
Python
Django(Python)
JAVA
Unemployed
Ready to interview
Full-time / Interested in working remotely
More than 15 years
元智大學 Yuan Ze University
資訊管理學系
Avatar of lancetw aka Hsin-lin Cheng.
Avatar of lancetw aka Hsin-lin Cheng.
Senior Front End Developer @Gemini Data
2021 ~ Present
Architect, Principal Software Engineer
Within one month
durations from 95ms to 4ms. Achieved 80% code coverage through unit tests, significantly reducing bugs and downtime. Implemented Prettier and ESLint, reducing bundle size by 15%, and integrated with GitLab CI/CD. SUIQUISenior Front-end Software Engineer Technologies: Ionic, React/Angular (TypeScript), RxJS, Python + Django + GAE Directed frontend architectural design and UI/UX for multiple SaaS products, improving scalability and design workflows. Developed mobile-first applications supporting complex functionalities and large-scale data handling. Enhanced cross-platform compatibility using PWA technology, improving user engagement. Integrated front and back-end
api
html5
python django
Employed
Ready to interview
Full-time / Interested in working remotely
10-15 years
Tunghai University
Computer Science
Avatar of the user.
Avatar of the user.
產品專案經理/全端工程師 @FITI Foxsemicon (Foxconn Technology Group)
2018 ~ Present
Maker
Within one month
Python
C#
JavaScript
Employed
Ready to interview
Full-time / Interested in working remotely
10-15 years
國立台灣海洋大學 (NTOU)
系統工程暨造船學系
Avatar of the user.
Avatar of the user.
Past
Senior Backend Engineer @iKala 愛卡拉互動媒體股份有限公司
2023 ~ 2024
Data engineer / Backend engineer / Software engineer
Within one month
Backend Development
Python
Go
Unemployed
Ready to interview
Full-time / Not interested in working remotely
6-10 years
國立成功大學
資訊工程
Avatar of 陳閔致.
Avatar of 陳閔致.
工程師 @網際威信股份有限公司
2024 ~ Present
前端工程師、後端工程師、全端工程師
Within one month
式上撰寫老師提供的腳本。 撰寫開發書 在黃國豪教授的指導下撰寫情感機器人研發計畫,並摸索語言分析包括各種名詞等的功能。 技能 程式語言 Python、Java、C、C#、Golang 前端開發 Bootstrap、Vue、JavaScirpt、Jquery 後端開發 Django、Golang、Phoenix 資料庫 Mysql、Firebase、Mongodb、Postgresql、Redis 其他 Github、Unity、ISO27001、jwt、oauth2、AWS ec2、SA、OO
Word
Excel
程式設計
Employed
Ready to interview
Intern / Interested in working remotely
4-6 years
國立雲林科技大學
資訊管理系
Avatar of 林建成.
Avatar of 林建成.
資深前端工程師 @神坊資訊股份有限公司(霖園集團)
2022 ~ Present
前端工程師、後端工程師、全端工程師
Within one month
減少組內文件的撰寫時間。 開課教導組內成員。其內容有 Vue 的開發、Docker使用。 德妮文教機構(網頁開發工程師) Dec 2018 ~ Jul 2020 Vue 2 / Django / GA3 / GCP 獨立開發商業功能 收費袋自動計算功能,幫助會計提升工作效率。 2~3 天降至 3~4 小時(每個月),且減少近五成
c#
ASP.NET MVC
HTML5
Reputation Credits1
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
大葉大學 DaYeh University
資訊工程
Avatar of 黃資恩.
Avatar of 黃資恩.
Engineer @鴻霖
2022 ~ Present
軟體工程師
Within one month
黃資恩 軟體工程師- Software Engineer [email protected] https://github.com/lfAutobiography 我是一名喜歡學習新技術、 挑戰不同領域的人, 目前 在Morrison Express 專注於全端開發, 積極參與物流和倉儲工具Web程式的開發 ,以提高倉庫人員的作業效率。 在資拓宏宇參與了M3專案,在這過程中學
HTML5
Ruby
CSS3
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立中正大學
資訊工程
Avatar of 陳建安 Sean.
Avatar of 陳建安 Sean.
Past
全端工程師培訓生 @五倍學院 ASTRO Camp — 全端工程師培訓課程
2024 ~ Present
PM/產品經理/專案管理
Within one month
過多項專案 尋找職缺:前端工程師/產品經理 語文能力:中文/英文 居住地點: 核心技能 前端開發 JavaScript、CSS/HTML Tailwind CSS、Bootstrap 後端開發 Python、Django PostgreSQL 網站分析 Google Analytics 4 Microsoft Clarity 行銷技能 品牌行銷/企劃發想 2次從無到有打造完整品牌的經驗 發想執行過近百場的線上
Google Analytics
Digital Marketing
Content Planning
Unemployed
Ready to interview
Full-time / Interested in working remotely
6-10 years
亞東科技大學
行銷企劃
Avatar of Jeffrey.
Avatar of Jeffrey.
Past
Senior Data Architect @Agoda
2023 ~ 2024
Senior Data Engineer (Architect)
Within one month
capture (CDC) system using Debezium to capture any row-level CRUD operations in databases, and then the data is streamed into data warehouses. Data Engineer iKala Interactive Media Inc. • NovMarBuilt system integration testing to ensure data correctness. Data Engineer OneAD Inc. • NovOctDesigned a web page using Django with Docker to let users create the custom segment requests based on customers' needs, where the data was processed by PySpark. Third-party vendors' uuid and their segments were merged with OneAD's uuid and the corresponding attributes, where the audience data was processed by PySpark. Developed
Python
PySpark
MySQL
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Taiwan University
Graduate Institute of Applied Mechanics
Avatar of the user.
Avatar of the user.
Past
MIS @上台科技股份有限公司
2017 ~ 2023
前端工程師、後端工程師、全端工程師
Within one month
MYSQL
Django(Python)
RESTful API
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
中華科技大學
資管理系

The Most Lightweight and Effective Recruiting Plan

Search resumes and take the initiative to contact job applicants for higher recruiting efficiency. The Choice of Hundreds of Companies.

  • Browse all search results
  • Unlimited access to start new conversations
  • Resumes accessible for only paid companies
  • View users’ email address & phone numbers
Search Tips
1
Search a precise keyword combination
senior backend php
If the number of the search result is not enough, you can remove the less important keywords
2
Use quotes to search for an exact phrase
"business development"
3
Use the minus sign to eliminate results containing certain words
UI designer -UX
Only public resumes are available with the free plan.
Upgrade to an advanced plan to view all search results including tens of thousands of resumes exclusive on CakeResume.

Definition of Reputation Credits

Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
Communication
Ability to convey information effectively and is willing to give and receive feedback.
Time Management
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
Within one year
Data Scientist/ AI Engineer @ AHEAD Intelligence Ltd. 先勁智能有限公司
Logo of AHEAD Intelligence Ltd. 先勁智能有限公司.
AHEAD Intelligence Ltd. 先勁智能有限公司
2023 ~ Present
台灣
Professional Background
Current status
Employed
Job Search Progress
Professions
Data Engineer, Back-end Engineer, Software Engineer
Fields of Employment
Artificial Intelligence / Machine Learning, Big Data, SaaS / Cloud Services
Work experience
2-4 years work experience (1-2 years relevant)
Management
Skills
Machine Learning
Web Application
Bioinformatics
Deep Learning
Javascript
sql
computer science
linux
information technology
Python
Information Technology
Medical Information
Github
Golang
Languages
Job search preferences
Positions
後端工程師/軟體工程師/數據工程師
Job types
Full-time
Locations
台灣台北, 台灣新北
Remote
Interested in working remotely
Freelance
No
Educations
School
國立台灣大學
Major
生醫電子與資訊學研究所
Print

Li Guo Hung 李國弘

Data Engineer

Data Scientist

AI Engineer

Backend Engineer

  Taiwan

7 years background of Medical Engineering

5 years experience of Machine Learning and Deep Learning (including structure data, image (computer vision) and NLP

Have experience of full stack development

2 years experience as a Data Engineer  AESOP Technology

Experiences of building recommendation systems and data integration platforms


[email protected] 

  https://www.linkedin.com/in/%E5%9C%8B%E5%BC%98-%E6%9D%8E-4792a410b/ 

  https://github.com/MasterLKH180cm

Project Lists:

(Data Science)

https://hackmd.io/@JqKPghXeQSGi1_hMmxtK7g/HJGTei7J9

(Backend)

https://hackmd.io/@JqKPghXeQSGi1_hMmxtK7g/Sk7RgiQ19

Work Experience 工作經歷 

Data Scientist/ AI Engineer  •  AHEAD Intelligence Ltd. 先勁智能有限公司

Mar 2023 - Present

  • Hands on data processing, statistical analysis, algorithm development, and deployment in research and production
  • Data analysis, visualization and generating reports
  • Performing machine learning model training experiments and other exploratory work for research and development
  • Data management – curating & annote data, upload data to database
  • Management of the database itself – efficiently locating and retrieving required data from the storage facility and constantly be on the alert for incursions or attempts to breach cybersecurity
  • Pipeline maintenance 
  • Working with cross-functional medical, business, and technical teams to optimize data inputs according to model needs and outcomes

Data Engineer 資料工程師  •  AESOP Technology 醫守科技股份有限公司

Feb 2021 - Mar 2023

  • Mayo Clinic Project
    • Python, Bigquery, SQL
    • Using American data
    • Build association models for medicines, diagnoses, procedures, surgery, lab test, diagnoses extracted by NLP
  • Prescription Error Detection System
    • SQL 
    • Billions of prescription data
    • Detection of wrong prescribed medicines 
  • Health Insurance Declaration Recommendation System
    • Pytorch
    • GRU-based deep learning model, co-occurrence association statistic modal 
    • Recommend  the proper diagnosis codes for each prescription
  • Missing Diagnosis Detection System
    • Natural Language Processing
    • Using NLP to extract diagnosis terms and translate them to a diagnosis code and combine it with usage frequency
    • Web-based Internal Tool Development
  • Clinical Data Cleansing and Validation 

Research Assistant 研究助理   •  國立臺灣大學 

Jul 2020 - Oct 2020

  • Medical AI Research with Professors and Doctors
    • ETL, Modeling, Analysis
    • Journal publication
  • Personnel Training
    • Lecture
    • Small talk

Part-Time Software Engineer 兼職軟體工程師  •  National Taiwan University Hospital 臺大醫院

Sep 2018 - Dec 2019 

  • Medical Data Delivering using SQL

Education 學歷

2018 - 2020

National Taiwan University(國立台灣大學)

Biomedical Electronics and Bioinformatics

生醫電子與資訊學研究所

2014 - 2018

National Yang Ming University(國立陽明大學)

Biomedical Engineering

生物醫學工程系

2014 - 2018

National Yang Ming University(國立陽明大學)

Biophotonics and Nano Science

生醫光電暨奈米科學學士學位學程

Skills 技能

Machine/Deep Learning


  • Structure data, computer vision, natural language processing 
  • ETL
  • Modeling
  • Visualization
  • Analysis
  • Performance Evaluation
  • Deployment

System Design/Web Develop


  • React.js
  • Node.js
  • Django
  • postgreSQL, MSSQL
  • Data Integration Platform, Dashboard

Language


  • Python
  • SQL
  • Bash
  • Javascript
  • Golang
  • Matlab
  • SAS
  • C/C++

Big Data


  • Bigquery
  • Spark
  • PowerBI

Tools


  • Github
  • Docker

Cloud


  • AWS
  • GCP


Publication 期刊發表

2020

ACUTE EXACERBATION OF A CHRONIC OBSTRUCTIVE PULMONARY DISEASE PREDICTION SYSTEM USING WEARABLE DEVICE DATA, MACHINE LEARNING, AND DEEP LEARNING: DEVELOPMENT AND COHORT STUDY 

Li, Guo-Hung, Wu, Chia-Tung, Huang, Chun-Ta, Lai, Feipei, Kuo, Lu-Ch eng, Chien, Jung-Yien

JMIR mHealth and uHealth (SCI, IF=4.31) / Accept 

2021

DEEPDRG: PERFORMANCE OF ARTIFICIAL INTELLIGENCE MODEL FOR REAL-TIME PREDICTION OF DIAGNOSIS-RELATED GROUPS

Md. Mohaimenul Islam, Guo-Hung Li, Tahmina Nasrin Poly, Yu-Chuan (Jack) Li

Healthcare (SCI, IF=2.65) / Accept 

2022

PREDICTING POSTOPERATIVE MORTALITY WITH DEEP NEURAL NETWORKS AND NATURAL LANGUAGE PROCESSING: MODEL DEVELOPMENT AND VALIDATION 

Chen P, Chen L, Lin Y, Li G, Lai F, Lu C, Yang C, Chen K, Lin T 

JMIR Med Inform (SCI, IF=3.23)/ Accept 

Li Guo Hung has over 7 years background of biomedical engineering, over 5 years experience of machine learning and deep learning, including structure data, image (computer vision), and NLP with lots of projects and 3 journal publications, and 2 years of experience in web-based system development. He is also familiar with using cloud platforms, including GCP and AWS.


Li Guo Hung is currently working for AESOP technology as a data engineer for Medical Big Data Product and he has participated in 3 main products about “Prescription Error” and “Health Insurance Declaration”. He used to process billions of prescription data and generate robust association models of medication, diagnosis, procedure, lab test, and surgery. He is the first person to use the GRU-based deep learning model to suggest the proper diagnosis code in AESOP, which improved over 5% in accuracy compared with the original method. He is also the first person to use natural language processing to deal with free text medical records and find the forgotten diagnosis codes which should be listed in the problem list but are not, and this method served as a new function of the existing system. With his help, AESOP technology has been accepted into Mayo Clinic Platform_Accelerate, a 20-week program that helps early-stage health tech AI startups get market-ready.


Li Guo Hung is a talented and hard-working engineer who devoted himself to data science and computer science. He has lots of practical experience in the medical informatics system using python, JavaScript and Golang. He is not only an experienced data science worker and a full-stack software engineer, but also a good communicator. He is used to being a translator between technical domains and people. He is good at helping people to understand profound knowledge. 

Resume
Profile

Li Guo Hung 李國弘

Data Engineer

Data Scientist

AI Engineer

Backend Engineer

  Taiwan

7 years background of Medical Engineering

5 years experience of Machine Learning and Deep Learning (including structure data, image (computer vision) and NLP

Have experience of full stack development

2 years experience as a Data Engineer  AESOP Technology

Experiences of building recommendation systems and data integration platforms


[email protected] 

  https://www.linkedin.com/in/%E5%9C%8B%E5%BC%98-%E6%9D%8E-4792a410b/ 

  https://github.com/MasterLKH180cm

Project Lists:

(Data Science)

https://hackmd.io/@JqKPghXeQSGi1_hMmxtK7g/HJGTei7J9

(Backend)

https://hackmd.io/@JqKPghXeQSGi1_hMmxtK7g/Sk7RgiQ19

Work Experience 工作經歷 

Data Scientist/ AI Engineer  •  AHEAD Intelligence Ltd. 先勁智能有限公司

Mar 2023 - Present

  • Hands on data processing, statistical analysis, algorithm development, and deployment in research and production
  • Data analysis, visualization and generating reports
  • Performing machine learning model training experiments and other exploratory work for research and development
  • Data management – curating & annote data, upload data to database
  • Management of the database itself – efficiently locating and retrieving required data from the storage facility and constantly be on the alert for incursions or attempts to breach cybersecurity
  • Pipeline maintenance 
  • Working with cross-functional medical, business, and technical teams to optimize data inputs according to model needs and outcomes

Data Engineer 資料工程師  •  AESOP Technology 醫守科技股份有限公司

Feb 2021 - Mar 2023

  • Mayo Clinic Project
    • Python, Bigquery, SQL
    • Using American data
    • Build association models for medicines, diagnoses, procedures, surgery, lab test, diagnoses extracted by NLP
  • Prescription Error Detection System
    • SQL 
    • Billions of prescription data
    • Detection of wrong prescribed medicines 
  • Health Insurance Declaration Recommendation System
    • Pytorch
    • GRU-based deep learning model, co-occurrence association statistic modal 
    • Recommend  the proper diagnosis codes for each prescription
  • Missing Diagnosis Detection System
    • Natural Language Processing
    • Using NLP to extract diagnosis terms and translate them to a diagnosis code and combine it with usage frequency
    • Web-based Internal Tool Development
  • Clinical Data Cleansing and Validation 

Research Assistant 研究助理   •  國立臺灣大學 

Jul 2020 - Oct 2020

  • Medical AI Research with Professors and Doctors
    • ETL, Modeling, Analysis
    • Journal publication
  • Personnel Training
    • Lecture
    • Small talk

Part-Time Software Engineer 兼職軟體工程師  •  National Taiwan University Hospital 臺大醫院

Sep 2018 - Dec 2019 

  • Medical Data Delivering using SQL

Education 學歷

2018 - 2020

National Taiwan University(國立台灣大學)

Biomedical Electronics and Bioinformatics

生醫電子與資訊學研究所

2014 - 2018

National Yang Ming University(國立陽明大學)

Biomedical Engineering

生物醫學工程系

2014 - 2018

National Yang Ming University(國立陽明大學)

Biophotonics and Nano Science

生醫光電暨奈米科學學士學位學程

Skills 技能

Machine/Deep Learning


  • Structure data, computer vision, natural language processing 
  • ETL
  • Modeling
  • Visualization
  • Analysis
  • Performance Evaluation
  • Deployment

System Design/Web Develop


  • React.js
  • Node.js
  • Django
  • postgreSQL, MSSQL
  • Data Integration Platform, Dashboard

Language


  • Python
  • SQL
  • Bash
  • Javascript
  • Golang
  • Matlab
  • SAS
  • C/C++

Big Data


  • Bigquery
  • Spark
  • PowerBI

Tools


  • Github
  • Docker

Cloud


  • AWS
  • GCP


Publication 期刊發表

2020

ACUTE EXACERBATION OF A CHRONIC OBSTRUCTIVE PULMONARY DISEASE PREDICTION SYSTEM USING WEARABLE DEVICE DATA, MACHINE LEARNING, AND DEEP LEARNING: DEVELOPMENT AND COHORT STUDY 

Li, Guo-Hung, Wu, Chia-Tung, Huang, Chun-Ta, Lai, Feipei, Kuo, Lu-Ch eng, Chien, Jung-Yien

JMIR mHealth and uHealth (SCI, IF=4.31) / Accept 

2021

DEEPDRG: PERFORMANCE OF ARTIFICIAL INTELLIGENCE MODEL FOR REAL-TIME PREDICTION OF DIAGNOSIS-RELATED GROUPS

Md. Mohaimenul Islam, Guo-Hung Li, Tahmina Nasrin Poly, Yu-Chuan (Jack) Li

Healthcare (SCI, IF=2.65) / Accept 

2022

PREDICTING POSTOPERATIVE MORTALITY WITH DEEP NEURAL NETWORKS AND NATURAL LANGUAGE PROCESSING: MODEL DEVELOPMENT AND VALIDATION 

Chen P, Chen L, Lin Y, Li G, Lai F, Lu C, Yang C, Chen K, Lin T 

JMIR Med Inform (SCI, IF=3.23)/ Accept 

Li Guo Hung has over 7 years background of biomedical engineering, over 5 years experience of machine learning and deep learning, including structure data, image (computer vision), and NLP with lots of projects and 3 journal publications, and 2 years of experience in web-based system development. He is also familiar with using cloud platforms, including GCP and AWS.


Li Guo Hung is currently working for AESOP technology as a data engineer for Medical Big Data Product and he has participated in 3 main products about “Prescription Error” and “Health Insurance Declaration”. He used to process billions of prescription data and generate robust association models of medication, diagnosis, procedure, lab test, and surgery. He is the first person to use the GRU-based deep learning model to suggest the proper diagnosis code in AESOP, which improved over 5% in accuracy compared with the original method. He is also the first person to use natural language processing to deal with free text medical records and find the forgotten diagnosis codes which should be listed in the problem list but are not, and this method served as a new function of the existing system. With his help, AESOP technology has been accepted into Mayo Clinic Platform_Accelerate, a 20-week program that helps early-stage health tech AI startups get market-ready.


Li Guo Hung is a talented and hard-working engineer who devoted himself to data science and computer science. He has lots of practical experience in the medical informatics system using python, JavaScript and Golang. He is not only an experienced data science worker and a full-stack software engineer, but also a good communicator. He is used to being a translator between technical domains and people. He is good at helping people to understand profound knowledge.