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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

HUEY-LONG CHEN 陳惠龍 Kaggle Competitions Expert: https://www.kaggle.com/alanchen1115 Competitions: NLP (自然語言處理): - 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

Traffic Optimization: Enhanced search traffic via strategic SEO for major platforms. - Large-Scale Website Project: Contributed to a high-value SaaS website launch, overseeing deployment and development. - Data Analysis & Systems: Developed GCP-centric data systems, boosting data integration and analysis. - Team Leadership & Innovation: Created a Vertex AI recommendation engine, advancing data team methodologies. - Additional Milestones: Served as an instructor for a securities company and contributed to AWS's blog. Certified in AWS and Azure. EducationNational Chengchi University MS in Computer Science Thesis:Explainable Deep Learning-Based Recommendation Systems: Enhancing the Services of Public Sector

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

Natanael Novianto Jakarta, Indonesia November 5th,[email protected] Dependable young professionals to audits company business accordance with SOP. Skilled in assessing risks, risk analysis, providing improvements for company progress. Work Experience Internal Auditor • FKS Group JanuariPresent | Jakarta, Indonesia • Responsible for doing the auditing for business unit in FKS Group • Audit Area : Food and Agri, Property, Transprotation • Created audit program to be use in the assignment, and prevention for the issue • Review and evaluate the business prosess, prepare working paper, and suggestions for improvement • Monitoring and evaluation of follow up recommendations on audit result Internal Auditor

. HSE: Above-average knowledge of safety guidelines and regulations. Hard-working: Done with energy, industrious, creative. Work Experience Senior Inspection Engineer • Duqm Refinery and Petrochemical Industries Company AprilPresent Generate AIMS for Hydro Processing Unit. Develop long term plan for ensuring integrity of static equipment and piping system. By develop and review Corrosion Loop, Damage mechanism, RBI assessment for the AIMS programs. Lead and facilitate Risk-Based Inspection (RBI) assessments for critical assets and equipment. Ensuring all inspection and integrity assurance activities of all static equipment, piping, define corrosion rate, calculate remaining life based

the CI/CD workflow and generic helm template to support over 30 projects and ensure easy integration with our GitOps deployment. MayMay 2022 Senior software engineer E.SUN Financial Holding Co., Ltd MLaaS platform Introduces MLaaS platform framework based on Kubernetes, consulting on several ML service system designs and operation tasks Kubernetes/golang/Prometheus/minio/airflow/EFK/kafka/argocd/argo-rollout Deploy On-Premise Kubernetes cluster and operation tasks like monitoring, scaling up/down nodes, troubleshooting, and root cause analysis Designed and built ML platform core features