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Angela Kuo Approx more than 2 years focusing on Python, and approx more than 2 years focusing on C#. Experience in Natural Language Processing (NLP), Time Series , Classification Analysis, Regression Analysis, Recommended Systems, Feature Extraction, User Behavior, Cluster Analysis and Algorithm Development Taipei, TaiwanSkill Program Language ：Python、C# 、JavaScript Deep Learning Framework ：Tensorflow、Pytorch、CUDA、Keras Python Extension Packages ：Scikit-Learn、NumPy、Pandas DevOps ：Conda、Pip、Git、SVN Analyzing ：Power BI Database ：MongoDB (NoSQL)、MS SQL (T-SQL)、SQL Cloud ：Azure Front-End Technology ：HTML、CSS、SASS、JQuery、Bootstrap、Chart.js、Vue.js 、Ajax、Kendo

Jay Lin Data Scientist About Languages: Python, R Libraries: Scikit-learn, Tensorflow, Keras, PyTorch, OPEN AI Coding Skills: Data Mining, Data Analysis, Database, ML/DL, NLP Soft Skills: Startup, Business Development, Project Management Linked-in Profile and Blog Previous project: MyDearTeacher https://www.mydearteacher.com Experience Founder • MyDearTeacher AugustJulyyears) User Research: Conducted extensive user research using modern UX tools, such as survey analysis, user interviews, and focus groups. Successfully conducted over 200 individual interviews and more than 30 focus groups with early users to gather valuable insights and feedback. Product Development: Successfully delivered

in working with various databases, including MongoDB, MySQL, and PostgreSQL. Contributed to an industry-academia collaboration project during the master's program, assisting in planning the internal website infrastructure, implementing load balancing using Apache and Nginx, and configuring DNS and Mail servers. Data Analysis and Deep Learning Developed analysis modules with Python libraries for big-data analysis and visualization. Participation in various deep learning projects, such as medical image recognition using OpenCV and some research on NLP techniques. Experience using TensorFlow and PyTorch frameworks. Embedded and Hardware Implementation Developed a smart dum...

立中正大學 地球與環境科學系 技能 Frontend HTML CSS JavaScript React Backend Python Flask Sanic RESTful API Database PostgreSQL MySQL Elasticsearch Cloud Service (AWS) EC2 RDS S3 Lambda API Gateway Route 53 Tools Docker Git Github Nginx Grafana K6 Machine Learning Tensorflow Keras 個人作品 新聞翻譯機(News-Translator) 翻譯 BBC News 轉為中文，同時根據使用者英文能力重構新聞內容，以適合 TOEIC 程度不同的讀者。 每

地為您呈現所有必備資訊，讓您抵達目的地時能優雅享受旅行不慌張。( 了解更多 ) 碩士論文 基於長短期記憶模型架構以蒙地卡羅模擬法預估股價報酬分佈 —應用於建構選擇權價差策略 - 專案期間：11個月 - 負責項目：所有項目 - 使用工具：Python、Numpy、Pandas、Keras、Tensorflow

Technology Information Management SepJan 2023 Ranking: 1/59 GPA: 3.92/4.00 Projects Endotracheal Tube Detection and Segmentation Based on Deep Learning Top 1 in Final Presentation of Information Management Projects. Using Python to do image pre-processing like CLAHE and ROI. Using TensorFlow to build deep learning models of series of U-Net to do the image segmentation. Training deep learning models on Google Colab. Text Editor Implement over 10 different Design Patterns, such as State Pattern and Strategy Pattern. Users can use default styles or customize a style

網頁框架&App：Django、Flask、FastAPI、Plotly Dash、Streamlit 網頁設計：HTML、CSS、JavaScript、Bootstrap PowerPoint：Python-pptx Excel：Xlsxwriter Microsoft Power BI 人工智慧(ArtificialIntelligence, AI) 機器學習(Machine Learning,ML) / 深度學習(Deep Learning,DL)：Scikit-Learn、Tensorflow、Keras、 PyTorch DNN神經網路、CNN神經網路、Word2vect、RNN神經網路 AI與數據分析統計 SPSS簡介、SPSS功能介面及資料庫 尺度、次數分配、描述統計、基