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Occupation Guide
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Past
Backend Software Engineer @格拉墨科技有限公司2022 ~ 2024
・
Software Engineer
Within one month
SQL queries to enhance processing speed and efficiency. • Streamlined the CI process to enable automated Git merge operation. • Developed a binary search-based logger to improve large file download speed. • Automated operational workflows by creating key scripts in Java. National Taiwan Normal University Graduate Student SeptAug• Natural Language Processing (NLP) Research Project: Focused on sentiment analysis to automatically identify positive or negative sentiments from user reviews. • Deep Learning Model Application: Utilized Convolutional Neural Network (CNN) architecture to enhance the accuracy of sentiment classification. • Word Embedding Techniques: Conducted in-depth research on word embedding techniques
Unemployed
・
Ready to interview
Taiwan
Full-time / Interested in working remotely
4-6 years
國立臺灣師範大學 National Taiwan Normal University
・
Computer Science & Information Engineering
Past
資深軟體研發工程師 @緯創資通股份有限公司2019 ~ 2023
・
軟體工程師
Within one month
improving insights delivery speed by 20%. - Designed a high-performance data warehouse on AWS, improving cross-team data accessibility and reducing query times by 35%. EDUCATION National Taipei University of Technology • Master’s Degree in Electronic Engineering MaySep 2019 | Taipei, Taiwan • Specialized in developing deep learning models for Natural Language Processing (NLP). • Developed classification systems for speech/audio using deep learning techniques. • Conducted research on image classification and recognition through deep learning methodologies. CERTIFICATIONS • Google IT Automation with Python, Coursera - FebPATENT • ABNORMAL SOUND DETECTION METHOD AND APPARATUS (USA1) - FebSKILLS Programming & Frameworks : Python, TensorFlow, Keras
Unemployed
・
Ready to interview
Taiwan
Full-time / Interested in working remotely
4-6 years
台北科技大學
・
機器學習, 訊號處理
Past
Full Stack Web Developer @Chunk Labs2018 ~ Present
・
DevOps Engineer, Site Reliability Engineer , Full Stack Web Developer , Wordpress Developer
Within one month
Muneeb Afzal - Full Stack Developer / Associate DevOps Taiwan Gold Employment Card (ARC /Work permit ) Taipei, Taiwan || [email protected] As an experienced Full Stack Web Developer and SEO specialist, I have a strong track record of creating, managing, and optimizing websites and e-commerce stores. With over 9 years of experience in web development, I possess in-depth knowledge of various web technologies, including PHP, Wordpress, Python, Django ,FastAPi , React JS NextJS, Redux, Routes etc, VueJS, HTML/CSS, Javascript, and APIs. I have proven experience in project management, team leadership, and
Unemployed
・
Ready to interview
Taiwan・Pakistan
Full-time / Interested in working remotely
4-6 years
AlNafi UK
・
Computer Science, Elastic Search, Deep dive Linux, Cyber Security, System Administration, RHEL and Ubuntu, System Operations, Python , Flask , Selenium, ISO 270001, Vulnerability Assessment,, SCADA/ ICS security ,, Calculus , Algebra ,, Machine Learning Model Development and Deployment, Computer Vision , Natural language Processing, Docker, Ansible, Vagrant, Gradle , Terraform, CI/CD CircleCI , Github , jenkins,, Kubernetes Cloud and App Development,, Hands On Labs for All courses, AWS DevOps, Azure DevOps
工程師 @中華航空公司 China Airlines2015 ~ 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
Employed
・
Ready to interview
Taiwan
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
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
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
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
hours daily for medical professionals. Calibrated and deployed a machine learning regression model for waveform predictions, enhancing accuracy for 500+ blood pressure monitors. Research Assistant Department of Computer Science, NCCU • August 2019–July 2020 Conducted opinion mining on 2,500 wine reviews using Transformer-based pre-trained language models. Delivered NLP coursework guidance to over 70 students as a Teaching Assistant. Account Manager Leo Burnett Taiwan • February 2017–May 2019 Orchestrated rebranding strategies for Chia Shin Cement Group, resulting in the only successful brand declaration campaign in five years. Localized branding materials and executed
Employed
・
Open to opportunities
Taiwan
Full-time / Interested in working remotely
4-6 years
國立政治大學（National Chengchi University）
・
數位內容Aircraft Weight & Balance Engineer @漢翔2019 ~ 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
Employed
・
Open to opportunities
Taiwan
Full-time / Interested in working remotely
6-10 years
National Chung Hsing University
・
Master's Program in Artificial Intilligence and Data ScienceEmployed
・
Open to opportunities
Taiwan
Full-time / Remote Only
6-10 years
AI/Data Science Consultant/Lecturer @AnBogenTherapeutics/ITTRAINING/ITRI/CCU/HFU2019 ~ Present
・
Data Scientist 資料科學家_數據分析師
Within one month
HUEY-LONG CHEN 陳惠龍 Kaggle Competitions Expert: https://www.kaggle.com/alanchen1115 Competitions: NLP (自然語言處理): - Silver medal (solo): (Kaggle) The Learning Agency Lab - PII Data Detection: Develop automated techniques to detect and remove PII from educational data. 2024/04/24 - Silver medal (solo): (Kaggle) U.S. Patent Phrase to Phrase Matching: Help Identify Similar Phrases in U.S. Patents, 2022/06/21 Recommendation system (推薦系統): - Silver medal (solo): (Kaggle) OTTO – Multi-Objective Recommender System: Build a
Employed
・
Open to opportunities
Taiwan
Part-time / Interested in working remotely
More than 15 years
Purdue University
・
School of civil engineering (Stochastic & statistical hydrology)
Digital Transformation Analyst @MAA CONSULTANTS LTD2024 ~ Present
・
實習生
Within one month
but have also refined my teamwork and project management skills. Currently, I am a part-time digital transformation engineer at MAA Consultant Co., Ltd., where I focus on driving digital innovation and improving operational efficiency. I have cultivated a comprehensive professional background that encompasses data analysis, natural language processing (NLP), statistical analysis, and scientific simulation. My proficiency in programming languages such as Python, C++, and MATLAB enables me to design, develop, and maintain sophisticated software applications. During my time at university, I had the privilege of serving as the president of the
Studying
・
Open to opportunities
Taiwan
Part-time / Interested in working remotely
4-6 years
National Tsing Hua University
・
Sports StudiesThe Most Lightweight and Effective Recruiting Plan
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Professional Background
Current status
Employed
Job Search Progress
Ready to interview
Professions
Data Engineer, .NET Developer, Python Developer
Fields of Employment
Aeronautics / Space
Work experience
6-10 years
Management
I've had experience in managing 1-5 people
Skills
Languages
English
・
Fluent
Japanese
・
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
台灣桃園, 台灣新竹市, 台灣新竹縣, 台灣台北
Remote
Interested in working remotely
Freelance
No
Educations
School
國立台灣大學 National Taiwan University
Major
電信工程學研究所
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 using VB and C#. Ensured high performance and responsiveness to requests from the front-end.
Artificial Intelligence: Implemented AI solutions for various projects, enhancing operational efficiency and customer experience.
Data Analytics: Analyzed large datasets to derive actionable insights, aiding in strategic decision-making processes.
Natural Language Processing (NLP): Developed NLP models to improve communication interfaces and automate text analysis.
Computer Vision: Applied computer vision techniques to automate image recognition tasks, improving the accuracy and speed of visual data processing.
Deep Learning Model Training and Operations: Built and trained deep learning models using Python, optimizing performance through continuous training and validation.
Education
National Taiwan University
Master’s Degree in Communication Engineering • 2020 - 2024
- Relevant Courses:
- DSP Series: Time-Frequency Analysis and Wavelet Transform, Advanced Digital Signal Processing
- AI Series: Machine Learning, Deep Learning in Computer Vision, Deep Learning in Medical Imaging, Data Science, AI and Security Seminar
- Master’s Thesis: Swin Transformer for Pedestrian and Occluded Pedestrian Detection
National Chengchi University
Bachelor’s Degree in Management Information System • 2009 - 2014
Projects
AI-Based Customer Service Chatbot
- Developed an intelligent chatbot using natural language processing to assist customers with common inquiries, significantly reducing response time.
- https://calaics01.china-airlines.com/cichatbot/chatindexFrame.aspx
December 2019 - January 2021
Intelligent Customer Service Quality Inspection
- Developed a quality inspection workflow to analyze and verify customer service recording voice data. The workflow involves several stages, including audio preprocessing with our model, which is fine-tuned from OpenAI Whisper v2, keyword detection, text quality inspection with GPT-4.0, and summarization analysis.
- Workflow Steps:
- Audio Preprocessing: Analyzing audio files, separating customer service tracks, complete sentence detection and segmentation, training STT models.
- Keyword Detection: Extracting core keywords and conducting semantic analysis.
- Text Quality Inspection: Using few-shot prompting for summarization and essential information extraction.
- Quality Inspection Results: Providing comprehensive analysis and results for integration tests, GUI tests, and unit tests.
- Impact: Enhanced the efficiency and accuracy of quality inspections, leading to more reliable and insightful results.
- Workflow Steps:
June 2023 - June 2024
Automated Container Inventory System
- Developed a system that takes photos of the container's exterior, automatically recognizes the container number attached to it, and enters it into the inventory system. Reduced manual inventory time by 60%.
December 2023 - June 2024
Skills
- Programming Languages: VB, C#, Python
- Frameworks & Tools: .NET, TensorFlow, Pytorch
- Technologies: AI, NLP, Computer Vision, Data Analytics
- Software Development: Web Application Development, API Integration, Database Management
- Other: Problem Solving, Team Collaboration, Agile Methodologies
Languages
- Mandarin: Native
- English: Proficient
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 using VB and C#. Ensured high performance and responsiveness to requests from the front-end.
Artificial Intelligence: Implemented AI solutions for various projects, enhancing operational efficiency and customer experience.
Data Analytics: Analyzed large datasets to derive actionable insights, aiding in strategic decision-making processes.
Natural Language Processing (NLP): Developed NLP models to improve communication interfaces and automate text analysis.
Computer Vision: Applied computer vision techniques to automate image recognition tasks, improving the accuracy and speed of visual data processing.
Deep Learning Model Training and Operations: Built and trained deep learning models using Python, optimizing performance through continuous training and validation.
Education
National Taiwan University
Master’s Degree in Communication Engineering • 2020 - 2024
- Relevant Courses:
- DSP Series: Time-Frequency Analysis and Wavelet Transform, Advanced Digital Signal Processing
- AI Series: Machine Learning, Deep Learning in Computer Vision, Deep Learning in Medical Imaging, Data Science, AI and Security Seminar
- Master’s Thesis: Swin Transformer for Pedestrian and Occluded Pedestrian Detection
National Chengchi University
Bachelor’s Degree in Management Information System • 2009 - 2014
Projects
AI-Based Customer Service Chatbot
- Developed an intelligent chatbot using natural language processing to assist customers with common inquiries, significantly reducing response time.
- https://calaics01.china-airlines.com/cichatbot/chatindexFrame.aspx
December 2019 - January 2021
Intelligent Customer Service Quality Inspection
- Developed a quality inspection workflow to analyze and verify customer service recording voice data. The workflow involves several stages, including audio preprocessing with our model, which is fine-tuned from OpenAI Whisper v2, keyword detection, text quality inspection with GPT-4.0, and summarization analysis.
- Workflow Steps:
- Audio Preprocessing: Analyzing audio files, separating customer service tracks, complete sentence detection and segmentation, training STT models.
- Keyword Detection: Extracting core keywords and conducting semantic analysis.
- Text Quality Inspection: Using few-shot prompting for summarization and essential information extraction.
- Quality Inspection Results: Providing comprehensive analysis and results for integration tests, GUI tests, and unit tests.
- Impact: Enhanced the efficiency and accuracy of quality inspections, leading to more reliable and insightful results.
- Workflow Steps:
June 2023 - June 2024
Automated Container Inventory System
- Developed a system that takes photos of the container's exterior, automatically recognizes the container number attached to it, and enters it into the inventory system. Reduced manual inventory time by 60%.
December 2023 - June 2024
Skills
- Programming Languages: VB, C#, Python
- Frameworks & Tools: .NET, TensorFlow, Pytorch
- Technologies: AI, NLP, Computer Vision, Data Analytics
- Software Development: Web Application Development, API Integration, Database Management
- Other: Problem Solving, Team Collaboration, Agile Methodologies
Languages
- Mandarin: Native
- English: Proficient