CakeResume Talent Search

JavaScript, Node.js Software & Tools: PyTorch, PyTorch Lightning, Tensorflow, Scikit-Learn, NLTK , GCP, Linux, SQL / NoSQ , Pandas, Hugging Face, Gradio, LangChain, Tensorflow, Keras, FastAPI, OpenCV, Airflow, Git, Docker, Jenkins, Line Bot , Azure Bot Service, Tableau ML & NLP Techniques: LMOps, RAG, Fine-tune LLMs, Text Generation, Multi-Document Summarization, Recommendation System, Text Classification, Named Entity Recognition, CoT Research and Work Experience Research Assistant OctPresent Institute of Information Science, Academia Sinica, Taiwan Natural Language and Knowledge Processing Lab (NLP Lab) National Taiwan University Hospital (NTUH): Focused on exploring the generality and expertise of LLMs ( e.g., LLaMA2, Zephyr

reached the Databricks Delta Lake. Established robust guardrails using the combined might of AWS Lambda, Apache Airflow and Databricks, ensuring that data stored in the DataBricks Delta Lake consistently met the highest quality benchmarks. MLOps / Machine Learning / Data Science Utilized Databricks to build a LightGCN-based recommendation system, fine-tuning for precise content delivery. Monitored model versions with MLflow, ensuring continuous integration. Seamlessly merged our recommendation system with Databricks Delta Lake, maintaining a high-quality data influx and elevating system performance. Developed a comprehensive MLOps service on Databricks, spanning from preprocessing to deployment

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 recommender system based on real-world e-commerce sessions, 2023/02/08 - Bronze medal (solo): (Kaggle) H&M Personalized Fashion Recommendations: Provide product recommendations based on previous purchases, 2022/05

27001, CSF 2.0 standards), data security management/internal audits, localization system implementation, preparation of related materials, and conducting education and training will be carried out. * Based on verification and validation (V&V), I conduct functional and security testing on IP security cameras and their backend support systems and platforms (PCs, AIOs, servers, network environments, Windows/[embedded] Linux). This includes penetration testing, ACL permission control, defense in depth validation, SSO, and ZTNA. * According to customer requirements, conduct system planning analysis and (semi/full) automated platform design and development, utilizing shell scripting, Python, and

2021 Redesign the visual interface of a product website for a cryptocurrency company Senior UI designer UX Consulting OctJan 2021 During this period, I participated in two government projects, exploring user needs and design validation with user researchers, leading 2 designers in product evaluation and design. We made design recommendations according to user needs, stakeholder needs, development constraints, and feasibility. NHI Health Booklet 健康存摺 : Generate web UI evaluation, information architecture, product prototype, design guidelines and RWD web UI design recommendations MOHW App 健保快易通 : Host a workshop for employee training. Generate

system for market compensation analysis. • Planned the road test for the development of the Outsider (PSQC) of the new car, and analyzed the concentration trend based on the problems. • Vehicle Dependability Study project quality analysis. • Analyzed the trend forecast of market vehicle problems. • Developed vehicle internet system and built data database. • Managed the quality status of each node of vehicle models and the progress of the quality assurance plan. 華創車電技術中心, Data Analyst | Project Manager, Aug 2013 ~ Apr 2018 • Developed and analyzed short, medium and long-term KPI

training for associates through daily coaching and regular performance appraisals. Creating Management Information System for corporate business process of Water Supply Company. To assist Water Supply Company management using the system in daily corporate management activities. Provide training for Manager and Board of Directors. Creating final recommendation for management. Creating Final policy recommendation for corporate management. Project Consultant • PT GIHON WAHANA CIPTA FebruaryMarch 2011 Creating a proposal for small medium enterprise Creating a report for Ministry of Cooperation and Small Medium Business(Kementrian UKM) Creating final Policy Recommendation report for Ministry of Cooperation and