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Chiao Tung University (NYCU) Computer Science Departmenttill now Course experience Machine Learning Related I have taken four AI (ML)-related courses offered by NYCU. Through these courses, I have become familiar with various machine learning models and have gained hands-on experience using popular machine learning packages such as Pytorch, Tensorflow+Keras, sklearn, and opencv through assignments and a final contest arranged at the end of each course. I have worked on various tasks including CNN applied to captcha recognition, LSTM applied to music genre recognition and parking lot occupancy estimation, opencv applied to image recognition and

黃翔岳 於2023年1月畢業於國立臺灣大學資訊管理研究所碩士班，喜歡有系統地處理問題，行政工作的經驗使我能規劃工作進度。 [email protected] 技能 程式相關技能 Python Pytorch Machine Learning、Pretrained Model JAVA PHP、MySQL 行政相關技能 計畫撰寫、執行 一般行政業務 經歷 就讀國立中

積電與台灣微軟合辦的黑客松競賽，入選至決賽。 決賽中利用 Azure MLOps、深度學習模型與啟發式模型模擬結果提出台積電資料中心節能方案。 技能 Data Science Python PyTorch Tensorflow Scikit-learn Weights & Biases Software Development React Python Flask MySQL Heroku GitHub 語言： 中文, 英文(多益 840/990) 領域： 資料科學, 軟體開發, 後端開發

of users and impact. Work Experience Data Engineer • 台灣資料科學股份有限公司 MarchPresent AI testing platform Development and Maintenance Designed workflow and relational database according to normalization and use scenarios. Built testing engine which integrates any model or API of PyTorch, ONNX and OpenCV. Created a website with a backend engineer for visualization. Cross-platform deployment by using docker. Used by NARLabs for testing AI model robustness. AI security system Development and Maintenance Defined use cases with business teams and designed a multi-threaded behavior detection

.MX RT1160 Arm Cortex-m7 firmware(FreeRTOS) ◎ Software Project(C#) Internal Testing Platform maintain and Develop(WPF) DisplayPort to MIPI Bridge IC Control SDK Develop Local Dimming Algorithm Design 8//2021 Software Engineer AcoustInTek Co., Ltd ◎ Deep Learning (C, C++, python, pyTorch, Linux) Speech Enhancement System based on Convolution Recurrent Neural Network ◎ DevOps(Linux, Apache, php, html) Official website Setup ◎ Project Experience MOST Project (MOSTFProject Related URLs: https://www.youtube.com/watch?v=MJglJMOvkVI&t=72s EducationNational Taipei University Master of Science - MS, Communication

資料庫和串接 API，此外，使用 swagger 製作文件加速團隊測試驗證 使用 PHP 及雲端虛擬機器(GCP)為商圈活動製作闖關抽獎的後台系統，並結合 Line login 和 Line message API 來進行會員綁定和訊息通知 程式開發 Python PHP C++ Java 機器學習 PyTorch Optuna Scikit-learn UMAP 網站後端 Laravel L5-swagger Flask MySQL

及期刊論文被接受：ROCLING 2021、2022 (中華民國計算語言學與語音處理研討會)、JISE。 主要接觸的程式語言為：Python、C++，深度學習框架有 Pytorch、Tensorflow等等，以及其他如 JavaScript、Docker等。 Changhua, [email protected] 學歷 Education國立中山大學 資訊工程學系 碩士 論文題目 利用語音合成和對抗