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Avatar of 梁榮恩.
Avatar of 梁榮恩.
工程師 @中華航空公司 China Airlines
2015 ~ Present
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
Ron Liang Software Engineer [email protected] City, Taiwan Software Engineer, China Airlines A dedicated Software Engineer with extensive experience in .NET development and AI. Skilled in web development using VB and C#, as well as in-depth knowledge of AI, data analytics, natural language processing, computer vision, and deep learning model training and operations using Python. Committed to delivering innovative solutions and contributing to the advancement of technology in the aviation industry. Work Experience Engineer | China Airlines April 2015 – Present .NET Software Development & Web Development: Developed and maintained robust web applications
Python
C#
Git
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立台灣大學 National Taiwan University
電信工程學研究所
Avatar of Wang Chunshan.
Avatar of Wang Chunshan.
Data Engineer @TSMC 台積電
2022 ~ Present
資料分析師、演算法工程師、軟體工程師、軟體專案管理
Within one month
3 days and achieving 90% test coverage with 150 concurrent users prepared comprehensive product demonstrations for internal presentations, investor fundraising, and international exhibitions, successfully delivering over 5 public demos in Taiwan and abroad. AI Developer,–, Silkrode Developed an advanced intent classification system leveraging BERT, created a Tornado-based API, and optimized overall system performance. The system efficiently manages over 22 types of intents and 12 types of entities. Deployed natural language understanding (NLU) services across web, Line, and Facebook platforms via API, incorporating over 75+ rule-based preprocessing techniques. Enhanced system performance...
MLOPS
Deep Learning
LLM
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立中央大學 National Central University
網路學習科技研究所
Avatar of Patrick Hsu.
Avatar of Patrick Hsu.
Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.
2021 ~ Present
Software Engineer
Within one month
Patrick Hsu AI Research & Development As a seasoned AI engineer with six years of experience, I specialize in computer vision, 3D body model reconstruction, generative AI, and possessing some knowledge in natural language processing (NLP). | New Taipei City, [email protected] Work Experience (6 years) Algorithm Research & Design• TG3D Studio MayPresent A skilled engineer specialized in computer vision and generative AI with experience in developing and training AI models for digital fashion applications. Body AI: Virtual Try On Integrated cutting-edge technologies such as Stable Diffusion, ControlNet, and Prompt Engineering to create a sophisticated system for
Python
AI & Machine Learning
Image Processing
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立台灣大學
生物產業機電工程所
Avatar of chiyun chao.
Offline
Avatar of chiyun chao.
Offline
Research & Development Engineer @三竹資訊股份有限公司
2023 ~ Present
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
趙啟雲 chiyun chao A software engineer with 4 years of experience in AI model training and backend development. In the domain of machine/deep learning, I am familiar with: - focus on NLP(Natural language processing) and DPI(Deep packet inspection) - NLP networks such as Transformer, BERT, T5 - have experience with AI training platform development with mlflow, Label Studio, DVC In terms of backend development, I have the following experience: - backend framework: Spring boot, Flask - familiar with DB syntax for Elasticsearch, PosgresSQL and MSSQL Taiwan E-mail: [email protected] Skill languages Python JAVA backend
Python
JAVA
Linux
Employed
Open to opportunities
Full-time / Not interested in working remotely
4-6 years
國立中央大學 National Central University
資訊工程
Avatar of the user.
Avatar of the user.
商業分析師 @凱基商業銀行股份有限公司
2021 ~ Present
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
Python
English as a Second Language (ESL)
Excel
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立政治大學(National Chengchi University)
數位內容
Avatar of William Chao.
Avatar of William Chao.
Android Team Lead @104 Corporation
2018 ~ Present
Senior Software Engineer, Principal Software Engineer, Engineering Manager
Within one month
future organizational growth - Successfully retained a 4.6-star user rating and boosted job application rates by 10%. - Collaborated with the product owner, UI/UX designer, and sales department to design the AD system. • AI Implementation: Created an AI tool to convert UI test cases from natural language into UiAutomator2 scripts, seamlessly integrating them into the CICD process. This resulted in a 90% acceleration UiAutomator2 test case generation. • Technology Introduction: - Flutter: Developed an in-house App Dashboard to consolidate Android/iOS/backend CICD build statuses and test report outcomes. Single-handedly
Android
Software Development
Software Architecture
Employed
Open to opportunities
Full-time / Interested in working remotely
More than 15 years
UNSW
Computer software, network and security engineering
Avatar of the user.
Avatar of the user.
Senior iOS Developer @LINE Taiwan Limited
2020 ~ Present
App Team Lead, Senior iOS Developer
Within one month
iOS
Objective-C
JavaScript
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
National Taiwan University
Computer Science
Avatar of the user.
Avatar of the user.
Data Engineer @MediaTek Inc.
2019 ~ Present
Senior Software Engineer
Within one month
Python
Linux
Machine Learning
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
National Tsing Hua University
Data Mining, Database System
Avatar of 金爾康.
Avatar of 金爾康.
Engineering Manager @Viscovery 創意引晴股份有限公司
2018 ~ Present
Within one month
including Recurrent Neural Network (RNN), word2vec, paragraph vector. Working Experience Intern, JulDec 2014 Phalanx Biotech Develop machine learning solutions for cancer gene detection and TSMC semiconductor quality prediction. Intern, JulAug 2013 Solid State System Assisted in CMOS MEMs microphone product development including proto-type simulation, fabrication/packaging process, defect analysis and market survey. Achievements 1. Qualified of preliminary contest of TSMC Big Data Analytics for Semiconductor Manufacturing. Taiwan,Completion of Broad-DREAM Gene Essentiality Prediction Challenge, 2014 Professional Skills Research Field Machine Learning Deep Learning Computer Vision Natural Language Processing Lang...
Deep Learning
Computer Vision
FastAPI
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立台灣大學
Electrical Engineering
Avatar of Anirudh Madhigiri Gopinath.
Avatar of Anirudh Madhigiri Gopinath.
Past
Data Analyst @Universität Paderborn
2021 ~ 2022
Data Scientist
Within one month
Anirudh Madhigiri Gopinath Phone :Location: Munich, Germany I am a certified Data Scientist with extensive experience in predictive analytics, machine learning, and data visualization. I hold a Master's degree in Computer Science and a Bachelor's in Information Science. I have effectively applied my skills across various roles. At Salzburg Research, I enhanced AI models and utilized Azure technologies. During my tenure at Paderborn University, I focused on advanced SQL query formulation and data visualization with PowerBI. I have also developed over 20 machine learning models for healthcare applications, demonstrating my ability to translate
Natural Language Processing
Machine learning
Tableau Desktop
Unemployed
Full-time / Interested in working remotely
6-10 years
Universität Paderborn
Computer Science - Intelligence and Data

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Within one month
Software Engineer
Logo of 三竹資訊股份有限公司.
三竹資訊股份有限公司
2023 ~ Present
Taiwan
Professional Background
Current status
Employed
Job Search Progress
Open to opportunities
Professions
Back-end Engineer, Python Developer, Machine Learning Engineer
Fields of Employment
Artificial Intelligence / Machine Learning, Software, Robotics
Work experience
4-6 years
Management
None
Skills
Python
JAVA
Linux
Deep Learning with PyTorch
Natural Language Processing (NLP)
Deep Packet Inspection
Spring Boot
Docker
SVN/Git
Jenkins
ElasticSearch
PostgreSQL/MySQL/MSSQL
Languages
Chinese
Native or Bilingual
English
Intermediate
Job search preferences
Positions
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
Job types
Full-time
Locations
Taiwan
Remote
Not interested in working remotely
Freelance
No
Educations
School
國立中央大學 National Central University
Major
資訊工程
Print

趙啟雲 chiyun chao

A software engineer with 4 years of experience in AI model training and backend development. 

In the domain of machine/deep learning, I am familiar with:
- focus on NLP(Natural language processing) and DPI(Deep packet inspection)
- NLP networks such as Transformer, BERT, T5
- have experience with AI training platform development with mlflow, Label Studio, DVC 

In terms of backend development, I have the following experience:
- backend framework: Spring boot, Flask 
- familiar with DB syntax for Elasticsearch, PosgresSQL and MSSQL

  Taiwan E-mail: [email protected]

 

Skill

languages

Python
JAVA

backend

Spring Boot
Flask

Deep Learning 

Pytorch

CI/CD

Docker
Git
SVN
Jenkins

Work Experience

工作經歷

Research & Development Engineer

Mitake Information Corporation •  Jul 2023 - Present

  • LLM-Based conversation system R&D
    • Retrival Augmented Generation (RAG) system development
    • ReAct prompting system development
  • OpenSource LLM inference/prompting engineering

Software Engineer

Gorilla Technology Group • Oct 2018 - May 2023

Main Role / Achievement: 

  • Research machine learning topics such as natural language processing (NLP) and deep packet inspection (DPI), and conducted proof of concept (POC) projects. 
  • Developed an AI training platform. 
  • Developed an AI-based model inference service and deployed it to the environment. 

Major Product and Project Experience

  • AI training platform 
    • backend development with Label Studio/DVC/MLflow
    • Developed training templates. 
  • AI-SaaS
    • Implemented NLU tasks using BERT-based models to provide functions such as named entity recognition, entity relation extraction, and article classification. 
    • Implemented NLG tasks using T5 to provide article summarization functionality. 
  • NetProbe - DPI  
    • Use 1D-CNN and MLP models for encrypted network traffic identification. 
    • Use the Autoencoder model for unknown packet detection. 
  • Taiwan Ministry of the Interior Investigation Bureau Police Station - AI Crime Investigation Trace Analysis System: 
    • Use BERT-based models to provide more comprehensive association analysis results by identifying named entities and extracting entity relationships from client's internal data. 
  • Taiwan High Prosecutors Office - National Drug Database System: 
    • Developed an alarm scheduler service. 
    • Developed Microsoft Excel parsers to support importing data from major payment and exchange operators.   

Education

National Central University

Computer Science and Information Engineering   Master's degree  •  2016 - 2018
- Research : Advantages and Constraints of a Hybrid Model K-12 E-Learning Assistant Chatbot (Published in: IEEE Access DOI: 10.1109/ACCESS.2020.2988252)

National Central University

Computer Science and Information Engineering   Bachelor's degree •  2012 - 2016

- Collaborated with Lishin Hospital on the development of a stroke rehabilitation app through industry-academic partnership.

Resume
Profile

趙啟雲 chiyun chao

A software engineer with 4 years of experience in AI model training and backend development. 

In the domain of machine/deep learning, I am familiar with:
- focus on NLP(Natural language processing) and DPI(Deep packet inspection)
- NLP networks such as Transformer, BERT, T5
- have experience with AI training platform development with mlflow, Label Studio, DVC 

In terms of backend development, I have the following experience:
- backend framework: Spring boot, Flask 
- familiar with DB syntax for Elasticsearch, PosgresSQL and MSSQL

  Taiwan E-mail: [email protected]

 

Skill

languages

Python
JAVA

backend

Spring Boot
Flask

Deep Learning 

Pytorch

CI/CD

Docker
Git
SVN
Jenkins

Work Experience

工作經歷

Research & Development Engineer

Mitake Information Corporation •  Jul 2023 - Present

  • LLM-Based conversation system R&D
    • Retrival Augmented Generation (RAG) system development
    • ReAct prompting system development
  • OpenSource LLM inference/prompting engineering

Software Engineer

Gorilla Technology Group • Oct 2018 - May 2023

Main Role / Achievement: 

  • Research machine learning topics such as natural language processing (NLP) and deep packet inspection (DPI), and conducted proof of concept (POC) projects. 
  • Developed an AI training platform. 
  • Developed an AI-based model inference service and deployed it to the environment. 

Major Product and Project Experience

  • AI training platform 
    • backend development with Label Studio/DVC/MLflow
    • Developed training templates. 
  • AI-SaaS
    • Implemented NLU tasks using BERT-based models to provide functions such as named entity recognition, entity relation extraction, and article classification. 
    • Implemented NLG tasks using T5 to provide article summarization functionality. 
  • NetProbe - DPI  
    • Use 1D-CNN and MLP models for encrypted network traffic identification. 
    • Use the Autoencoder model for unknown packet detection. 
  • Taiwan Ministry of the Interior Investigation Bureau Police Station - AI Crime Investigation Trace Analysis System: 
    • Use BERT-based models to provide more comprehensive association analysis results by identifying named entities and extracting entity relationships from client's internal data. 
  • Taiwan High Prosecutors Office - National Drug Database System: 
    • Developed an alarm scheduler service. 
    • Developed Microsoft Excel parsers to support importing data from major payment and exchange operators.   

Education

National Central University

Computer Science and Information Engineering   Master's degree  •  2016 - 2018
- Research : Advantages and Constraints of a Hybrid Model K-12 E-Learning Assistant Chatbot (Published in: IEEE Access DOI: 10.1109/ACCESS.2020.2988252)

National Central University

Computer Science and Information Engineering   Bachelor's degree •  2012 - 2016

- Collaborated with Lishin Hospital on the development of a stroke rehabilitation app through industry-academic partnership.