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：利用sequence to sequence模型架構，輸入經由encoder壓縮，再經由decoder解碼進行

術，研究華語文線上寫作中的偏誤問題，利用自習與進修類神經網路演算法與自然語言處理 ( 其中包括類神經網路演算法 RNN 、 word2Vec 、 CRF 、 k-means 分類法等技術 ) 實現 NLP 在ＡＩ學習與資料分析上的應用。核心功能在線上教學平台即時判斷線上學習者所撰寫

美國參訪Defcon國際資安研討會。 技能 Skills Programming C語言 / C++ Python VB Powershell Cyber Security 滲透測試 (KALI) Metasploit Burp Suite Nmap Hydra 惡意程式逆向分析 IDA pro Ghidra GDB x64-Debugger Dnspy 事件處理 威脅情資 封包分析 WiresharK Android APP逆向工程 Jadx 模糊測試 AFL++ Language Chinese English TOEIC 635 AI Scikit-learn Tensorflow Keras CNN RNN Attention Office Word PowerPoint Excel Other Photoshop PowerDirector

and its tags, and could predict solely with image in future testing phase. Under Graduate Research Assistant, SepAug 2014 Speech Processing Laboratory, NTU Researched in Deep Neural Network and Probabilistic Graphical Model, including Recurrent Neural Network and Regularized Mixture Model Surveyed various word embedding method, including Recurrent Neural Network (RNN), word2vec, paragraph vector. Working Experience Intern, JulDec 2014 Phalanx Biotech Develop machine learning solutions for cancer gene detection and TSMC semiconductor quality prediction. Intern, JulAug 2013 Solid State System Assisted in CMOS MEMs microphone product development including proto-type simulation, fabrication/packaging process, defect analysis and

generative-design)與算圖工作。 Education 國立東華大學 藝術創意產業學系Skills Python Numpy / Pandas / Polars Celery FastAPI Visualization Rust Tauri Tokio Tonic Polars CICD Docker Docker-compose K8S Gitlab CI Github Action Deep Learning CNN / RNN / GNN Reinforcement Learning Tensorflow Pytorch Keras Other Language Rust javascript Swift C / C++ Dart Design Photoshop illustrator After Effects Cinema 4D 3D Modeling / Rendering Generative Design Side Project TradingGym more 這個專案啟發於openai的gym，gym是一個

他: - 信貸模型預測 - 參與線上智能客服廠商評選 - 擔任委外開發專案PM - 3個月 (網頁平台開發) - 帶領AI團隊學習AI相關知識(CNN, RNN, HMM, NLP基礎, ASR, 人臉辨識[VGG16] ... 等) - 帶領實習生，完成簡易室內導航專案 - 3個月 (android app) 。 Side Project android 排版元件: android custom UI: IndentationTextLayout android 短影片

discover the critical points between free and pay users. Get DeepLearning.AI certificates from Coursera. Have a financial data analysis side project. Write Web Crawler and built SQL database for store financial data. Write automation script for crawling financial data. Build several models (likes RNN, CNN) by Keras. ASUS, Android Application Software Engineer, 2015//07 Android Focus on Launcher app in Zen Phone. One of mentors in Launcher team. Co-work with more than 10 engineers by Git. Refactor code and merge new features from Google source code