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程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist 城市，TW [email protected] 工作經歷 NEITHNET Inc., 資料科學家, Apr 2021 ~ 現在 Python/Neo4J/Graph Neural Network/Data Analysis/SQL - 利用PyQt5編寫封包分析程式前端 - 建立模型/Neo4J資料庫的data pipeline,以及資料Graph visualization - 利用Graph Neural Network進行初步惡意流量檢測 - 利用Graph

基因演算法，應用在影像辨識、影像比對) 曾分析對象：環境、交通、觀光、教育、醫學與能源等 系統開發 軟體程式設計 ( VB6、VB.NET、MATLAB、SQL etc.) 資料庫軟體應⽤ 資料庫管理維護 資訊設備環境設定 地理資訊系統 前端：GIS數據編修、應用，地理統計分析 後端：開發

Vue.js 搭配 Electron 建立 World Wide Field Frial Upload Tool 結合 Python 及 Jenkins 開發 ICD DMS 達到自動化以文件規範實作 透過 AngularJS 開發 StackOverflow-like QA 平台 技能 Programming Skills Python, SQL, SPL, NodeJS, HTMK, CSS, Git, CI/CD 8 年以上 Python 編程經驗，嚴格遵守 PEP8 coding style 規範，追求高效優雅 pythonic 開發 3 年 SQL 及 SPL 開發經驗，力求優化查

Chih-Wei Chuang 莊智煒 7+ years of experience in display-related industry. Specialize in optics and display development. Have experience in technical project management and customer technical service. Expert on optic component, product validation process, DFSS and data science. Accustomed to communicating and failure analyzing with cross department. Tainan City, Taiwan Skill Experience 5yrs Product development and validation 3yrs FAE to client 3yrs Display development Optic Display optics and design Wide-view technology Polarizer and Thin film process Knowledge of Color theory, Optic, Crystal optic Data science Statistic Python, R, SQL DFSS

Tsing-Hua University (NTHU), Hsinchu, TaiwanGPA: 4.0/4.0 Investigated wireless networking and algorithms (Advisor: Prof. Shun-Ren Yang). Experience Data Scientist, Chunghwa Telecom, Taipei, Taiwan Janpresent • Worked on AI and Networking (programmed in Python with TensorFlow/Keras, Numpy, Pandas, Scikit-Learn, and SQL), and published 3 international papers in 2020 : Led the network traffic prediction project (4-person team) to develop deep neural networks for regression analysis problems using AI models (e.g., DNN, RNN, LSTM, GRU and BLSTM). Led the recommendation system project (5-person team) and analyzed

吳忠倫 Allen Wu Software engineer with hands-on experience on Build AI solution for video, article and audio application Data engineering, analysis and anomaly detection Optimize schedule / routing plan via metaheuristic Taipei, TW [email protected] Agile software development: Scrum, Kanban Programming language: Python, C++, Java Machine / Deep learning framework: PyTorch, Scikit-learn AI solution: paper study, human action recognition, pose estimation, face recognition, article topic classification, OCR Data engineering: SQL, MySQL, PostgreSQL DB, SQLite, Google Cloud Dataflow, BigQuery Web development: Django, Flask, Struts2, Spring, Hibernate, D3.js, Backbone, jQuery Optimization