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果 專案 的介紹可以來我的作品展示網站看看 https://hirortw101.github.io/ [email protected] Python Deep Learning PyTorch FastAI Keras ultralytics/yolov5 Image Processing OpenCV scikit-image Data Analysis Numpy Pandas Matplotlib Plotly TensorBoard GUI PyQt 開發環境/工具 OS Windows Manjaro Ubuntu IDE Anaconda Jupyter PyCharm VScode Tool Docker Git Edge computing PyTorch Mobile Jetson Nano TensorRT 專業課程 影像處理 計算機視覺 類神經網路

PostgreSQL, MySQL No-SQL: Redis, MongoDB, Cassandra, TimescaleDB 工具 Message Queue: Kafka, Celery, Redis, NATS Protocol: HTTPS, DNS, MQTT, OAuth2, BLE Schema: JSON, Protobuf, Thrift Version control: Git DevOps Container: Docker, Kubernate, Helm CI & CD: Gitlab-runner, Jenkins, ArgoCD Monitor & Err. Tracking: Sentry 數據分析 Library: Pandas, Numpy, Scipy Framework: PySpark 硬體嵌入式 OS: Linux, Zephyr, Android, OpenWRT I/O Protocol: I2C, UART, SPI Board: Sigmastar, Nordic 經歷 系統架構 @ 鼎佑科技股份有限公司 鼎佑科技主要是間

型重新評估評論星級，最終透過加權及路徑相關演算法為用戶安排行程 網路爬蟲 ： requests + Selenium 爬取基本資訊及評論 資料清整 ： Pandas 套件實作資料清洗 資料視覺化 ： matplotlib / Seaborn / Plotly 套件繪圖 Tableau 製作可互動式圖表 深度學習 ： 使用 Hugging Face 配置 NLP 訓練任務 Fine-tune RoBERTa

化操作..等相關套件應用 解析並獲取各大社群平台數據方面有豐富的經驗， 包括Facebook、Instagram、小紅書、Twitter、PTT等。 Python 資料處理: Numpy /Pandas/Matplotlib SQLAlchemy、Pymysql 串接資料庫 【Django/Flask】 後端API串接 資料視覺化/從資料庫撈取資料 回傳 【Linux】 基礎指令: Bash Script 【Docker】 下載環境所需要的

Transfers [ link ] Finance Admin Intern • Easytech Smart Home Corp AugustAugustPreparing reports and carrying out accounting tasks. . Paper of evaluation: link EducationVietnamese German University [ link ] Finance and AccountingJohann Wolfgang Goethe-University Frankfurt am Main Finance and AccountingNguyen Thuong Hien High School [ link ] Skills User Experience Data Science R Python (pandas, bumpy, seaborne, matplotlib) [ link ] SQL/ MySQL Power BI Dashboard Language German: Elementary proficiency (B.1 German course in Vietnamese-German University) English : TOELF ibt (80/120) (Certified in[ link ] Honors & Awards - Vietnamese-German University Merit Scholarships [Reference link ] - DAAD additional Sur place Scholarships [Reference link ] - CMA

wang Skills Programming C / C++ / Python / C# / Javascript Database MySQL Project Management Git / Jira / Agile Languages Chinese (Native) Taiwanese (Native) English (Conversational) Cloud service / Framewrok Docker / Flask / Unity / Phaser / Windows Form / PyTorch / TensorFlow / Pandas Industry Knowledge RESTful API / Database design / Unity Game Design / Object-Oriented Design / Deep Learning / Computer Vision / Model Quantization / Data Visualization EducationNational Central University Master of Science in Computer ScienceNational Normal University Bachelor of Science in Computer Science Project Experiences 1st place at

University Bachelor of Business Administration in Finance and Cooperative ManagementSide Projects Bellabeat Case Study Analyzed smart device usage data to understand how consumers use smart devices. Cleaned, merged, and manipulated large datasets using R language. Heart Disease Classification (Machine Learning) Built a machine learning model using Python to predict whether individuals have heart disease or not based on their medical attributes. It is a classification problem of supervised learning. Skills SQL Python Pandas Numpy Matplotlib Scikit-Learn R Java Tableau Microsoft Office Google Sheets Communication Skills Detail Oriented Language English — 專業 Chinese — ...