A Software and Data Engineer with a passion for leveraging technology to solve complex problems. Proven experience in data processing, analysis, and full-stack development, with a strong foundation in both software engineering and data science.
Software and Data Engineer | Institute for Information Industry, Taipei, Taiwan (Jun 2021 – Present)
- Spearheaded data processing, analysis, and full-stack development for MalwareMind – A CNN-based malware detector, achieving up to 95% accuracy performance. (TensorFlow, Pandas, MongoDB, Render, FastAPI, Vue.js, Vercel) [cite: 1, 2]
- Developed a cryptosystem inventory toolkit, automating the rapid analysis of millions of data packets for cryptographic risk assessment and detailed reporting, leveraging advanced logic and scalable deployment. (Python, Bash script, Docker, OpenSearch, SQLite, ORM)
- Designed and implemented a comprehensive database and mapping tool to streamline regulatory compliance workflows, optimized cross-referencing efficiency and ensured scalability. (Metabase, GraphQL)
- Developing a chatbot by fine-tuning Llama model to address cybersecurity and regulatory compliance inquiries. (LLM-Llama 2, LangChain, QLoRA, Hugging Face)
National Taiwan University of Science and Technology, Taipei, Taiwan (Sep 2019 – Jun 2023)
- Bachelor of Science: Industrial Management
- Minor in Computer Science, Finance
- Relevant Coursework: Programming Language (A+), Database Systems (A-), Object-Oriented Programming (A-), Webpages Development (A), Operations Research (A+), Statistics (A), Discrete Mathematics (A).
RWTH Aachen University, Aachen, Germany (Oct 2022 – Feb 2023)
- Exchange Program: Faculty of Business and Economics
TU Berlin Winter University Online, Berlin, Germany (Jan 2021)
- Data Science with Python (Grade: 1.3)
- Programming Languages: Python (Proficient), JavaScript (Intermediate), C++ (Intermediate)
- Software and Tools: PostgreSQL, MongoDB, Git, Docker, Airflow
- Web Development: Next.js, React.js, Bootstrap, Flask, FastAPI, HTML/CSS, Tailwind
- Conducted sequential pattern mining on 4M+ player activity logs for a Taiwanese gaming company, delivered actionable insights, optimizing product strategies through pattern recognition.
- Data Analysis Club: Cofounder & President
- Designed and conducted 30+ workshops on Python, NLP, and data analysis techniques for non-STEM students, enabling 80% of participants to complete individual projects.