Hi, I'm Ray Huang. Graduate of National Cheng Kung University (Mathematics), currently pursuing a Master's degree in Computer Science at National Taiwan University. Driven by curiosity and innovation, I specialize in NLP, machine learning, and automated software testing. I am always eager to learn new technologies and have independently studied multiple programming languages and fields, including C++, Python, TypeScript, and Machine Learning. Key Projects: - Refactored and optimized an automated web testing tool, reducing project size by 11% and improving build speed by 1.1x. Enhanced CI/CD integration, leading to improved developer productivity and system reliability. - Researched and implemented LLM-based automated game testing, addressing hallucination issues and optimizing performance using Retrieval-Augmented Generation (RAG). Improved accuracy and performance. - Kaggle Machine Learning Competition: Engineered features and optimized models on a 7.6 million dataset, achieving 91.3% and 93.2% accuracy on test data. Explored various ML techniques, including feature selection and hyperparameter tuning, gaining hands-on experience in large-scale data processing. Looking for a software engineering internship where I can leverage my expertise in NLP, machine learning, and software development. Excited to contribute to innovative projects while deepening my technical and problem-solving skills in real-world applications. Let's connect! Feel free to reach out at [email protected] to discuss exciting opportunities!