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學腦科學實驗室 1. 神經電生理訊號分析、神經細胞追蹤分析，與藥理試驗。 2. 研究論文撰寫與國際研討會的舉辦。 技能 Data Science Data Analysis, Image Analysis, Machine Learning, Deep Learning, Statistical Analysis, Data visualization Programming Python, PyTorch, NumPy, Pandas, Matplotlib, Scikit-Learn, Git, PostgreSQL, Docker Biotechnology Neuroscience, Genetics, Imaging, Scientific Writing Soft skill Project Management, Probelm Solving, Team Player, Proactive Communication 語言 English — 專業 Chinese — 母語或

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. ) in medical Q&A applications, improving model performance by 2.01% . Efficiency Optimization: Utilized Low

李昀庭 Data scientist Taiwan 技能 Machine learning and Engineering skills: Python, Big Query, Google Storage, Linux, Docker, GCP, AWS, Scikit-learn, Tensorflow, Pytorch, MLOps, FastAPI, Machine Learning, Deep Learning, Computer Vision, NLP Experimental design, Project management, Product design English - TOEIC 725 工作經歷 AI工程師 Playsee NovPresent Taipei, Taiwan 自動化標註推薦系統 設計並實踐架構取代25個標註者並及時標記和篩選視頻審核內容。 設計並優化影片

分割): - Bronze medal (team): (Kaggle) Understanding Clouds from Satellite Images: Can you classify cloud structures from satellites? 2019/11/19 GAN (影像生成): - Bronze medal (solo): (Kaggle) Generative Dog Images: Experiment with creating puppy pics, 2019/08/29 Experience: ．10/2020- Ittraining data science lecturer ．08/2019- Data science lecturer for ITRI's AI vocational training class/ AI training lecturer for Taiwan water resources and agriculture research institute. ．08//2019 Assistant professor/head to the department of cosmetic science and application, and department of environmental engineering

EasonHsu Taipei City, [email protected] https://www.linkedin.com/in/eason-hsu-64b905101/ 8+ years of experience in data analysis. skills: • sql、python、ETL 、ms sql、ML server、LLM • machine learning 、text mining 、web crawler • data PM 工作經歷 Data/ML Engineer • 凱基證券 八月Present | Taipei, Taiwan 一、Data Science： 1.導入MLops開發部署流程於地端微軟Machine Learning Server /雲端GCP Vertex AI 2.客戶流失

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 Subsidy Online Platform Courses Taken: Big Data Analytics, Data mining, Reinforce Learning, Algorithm and BlockchainNational Cheng Kung Univers...

and Data Enginner license AWS Hold AWS Certified Solutions Architect – Associate license. EducationFu Jen Catholic University Department of Library and Information ScienceBigData Analyst Class(AB106) coding bootcamp(Institute for Information Industry) Experience FebApr 2023 Solutions Architect CKmates Responsible for AWS cloud architecture and solution design. AprJan 2023 Cloud Data Engineer SinYi Realty Inc. Responsible for Azure cloud architecture and Data ETL Pipeline development and management. JanApr 2022 Backend Engineer AnFu Solutions Inc. Responsible for AWS cloud environment management and architecture, ETL data cleaning, and Python API development. Project experience: House+ : Data cleaning process