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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

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

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

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

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

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

Processing (NLP) solutions and advanced search systems. Specialized in implementing language models for diverse applications, including topic classification, hoax detection, and text summarization. Proficient in building robust search engines using Elasticsearch, developing efficient web crawlers, and creating APIs for various NLP tasks. Experienced in working with Large Language Models (LLMs) and applying them to complex problems such as chatbots and low-resource language processing. Work Experience Senior AI Engineer • Prosa.ai AprilSeptember 2024 | Bandung, Indonesia Natural Language Processing (NLP) Specialist: Developed and implemented various language models for tasks such as topic classification, hoax detection, and