Cake Talent Search

Wang Wen Shang Tainan City, Taiwan || [email protected] Summary & Career Goals Computer Vision & AI Expertise: Over 12 years of experience in image processing, object detection, 3D reconstruction, and AI-driven automation. Machine Learning & Data Processing: Expanding expertise in Large Language Models (LLMs), Natural Language Processing (NLP), and MLOps to enhance intelligent data-driven solutions. Python & Linux Proficiency: Proficient in Python, C++, OpenCV, and Halcon, with a strong focus on performance optimization and Ubuntu-based development. Cloud & Containerization: Skilled in Docker-based deployments and integrating scalable applications with modern cloud technologies. Distributed

曲培文 數據科學家 擁有五年以上數據科學及機器學習經驗 ， 曾於美國頂尖金融機構以Python開發與部署多項機器學習模型，並領導多項跨部門專案，提供 不同單位 數據驅動的解決方案 ，以優化公司業務流程並降低風險 。 技能: Python, SQL, AWS, Git, Tableau, Agile 語言: 英

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

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

曾國銓 Tseng Guo Chiuan 5+ year work experience in semiconductor industry. Love sport, travel, good at researching and trying any modern way to solve problems. Enthusiastic about unknown answers, good at team working, communicate and experience sharing. E-mail : [email protected] TEL :Expertise and Skills Field of Research: Natural Language Processing,Topic Models, Recommending System, Deep Learning. Programing Language: Java, C++, C#, Python3, php, jsp, javascript. Tools: OracleDB, MySQL, MongoDB, NoSQL, Apache Tomcat, tensorflow, keras. Language: Chinese, English(TOEICWord Experience Greatek Electrionic., 2020/

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