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換成文字 清華大學 National Tsing Hua University, 深度學習工程師 deep-learning-engineer, Oct 2017 ~ Sep 2018 實驗室要導入時間序列相關深度學習之先導研究，題目為自然語言處理，利用tensorflow搭建NLP語言模型 (1) 文本分類：利用RNN與CNN進行文本分類。 (2) Word to vector：文字向量轉化 (3) 文本摘要總結：利

in regression and achieve r square to 89%, RMSE tofor 104.com salary prediction. Explained Al model(XAl) by feature important and Shapley value to interpret the model behavior. Ability to Design simulation & parameter tuning experiments by Cross-Validation and Grid Search to optimize model performance. NLP tech applies b/w TF-IDF analysis and word2vec via optimized jieba/NLTK for text modeling. NLP tech w/ roBERTa model sentiment analysis based on 700K comments and partial hands labeling on work stage in PTT/Dcard which F1 score reach to 89.

YI-XIANG LUO AI Engineer, Software Engineer During the study, I gained experience in conducting research and developing projects in the fields of NLP and CV. The projects covered topics such as Semantics and Deepfakes, and involved collaboration with both industry and academia. I produced relevant papers on these topics. GitHub: IanLinkedin: https://www.linkedin.com/in/yi-xiang-luo-61bb3a208/ Email: [email protected] EDUCATION National Taiwan University of Science and Technology (NTUSTDepartment of Electrical Engineering WORK EXPERIENCE Research Assistant • Institute for Information Industry 2020//

其他平台的差異性。平台除了網站形式，也支援 IOS、Android 的 APP 應用程序。 工作經歷 Synergies, UI/UX Designer 任職時間：八月 2019 ~ 現在 - 主要負責 「JarviX 自然語言數據分析平台」產品設計 ，透過 NLP 自然語言 問句降低產出圖表門檻，讓非專業人員也可以進行數據分析。 - 參與產品

程式相關課程，在應用數學系的課程中非常多都是與程式做結合的課程，而相關的課程我皆有修習，在學期間還有接觸過自然語言處理、機器學習、數值分析等課程，故在對於數據的分析方面有經驗。 Working Experience 資安研究實習生 • 日本情報通信研究機構

Workshop with 50+ participants and confidently accounted for steps in detail OCTJUN 2019 Extracurricular Activities Taiwan Blockchain Academia • Enterprise Blockchain Development Team ．Collaborated with 10+ teammates to do market research and provided technical support ．Exhibited at Tainan Blockchain International Fair with 600+ participants including Vice President Lai SEPPresent Project The AI Partner For Meeting Minutes (Machine Learning Project) • Independent Study at NCKU CSIE Intelligent Knowledge Management Lab ．Fine-tuned NLP model to generate summarization for meeting minutes task based on PyTorch and Hugging Face and deployed the website service based on Django and Bo...

NLP Prescription Error Detection System SQL Billions of prescription data Detection of wrong prescribed medicines Health Insurance Declaratio n Recommendation Syste m Pytorch GRU-based deep learning model, co-occurrence association statistic modal R ecommend the proper diagnosis codes for each prescription Missing Diagnosis Detection System Natural Language Processing Using NLP to extract diagnosis terms and translate them to a diagnosis code and combine it with usage frequency Web-based Internal Tool Development Clinical Data Cleansing and Validation Research Assistant 研究助理 • 國立臺灣大學 JulOct 2020 Medical AI Research with Professors and Doctors ETL