CakeResume Talent Search

技能 程式語言: Python、NodeJS、C++ 程式管理: Git、GitLab 資料庫: MySQL、MongoDB、ElasticSearch、RabbitMQ、Redis 容器化技術: Docker、K8S 雲端系統: GCP 前端框架: ReactJS、Vue、Wordpress 深度學習套件: Pytorch、 OpenCV、Pandas、Numpy 工作經歷 十二月八月 2021 營運管理者 優亞數位科技股份有限公司 1. Chatbot CRM系統規劃設計與程式開發 2. 業務

許立農 | Hsu, Li-Nung Data Scientist、Data Engineer Taipei [email protected] Education National Chenchi University, MS, Statistics, 2015 – 2017 GPA : 3.84 / 4.0 Master Thesis: Entropy Based Feature Selection, Professor Pei-Ting, Chou Objective: Build a similarity matrix based on Mutual Entropy under Hierarchical Clustering. Afterwards, select clustered features as the final selection. Compare the model with other feature selection methods like RF, Lasso, F-score. National Chen-Kung University, BS, Mathematics, 2011 – 2015 Skills Programing Python Scala R MSSQL Data-related Tools Tensorflow (Keras) PyTorch Spark Docker

Eddy Chen Machine Learning Engineer New Taipei City, Taiwan 2 years of experience in self-driving car project and focus mainly on object detection, sensor fusion and sensor calibration. 3+ years of experience in machine learning. Used to conduct research in medical AI projects and possess experience in implement real-world end-to-end ML project . Skills Programming Languages Python C++ SQL Machine Learning TensorFlow Pytorch Scikit-learn Matplotlib Others FastAPI Docker Redis Linux Certification Taiwan AI Academy - AI Technical Professionals Program NVIDIA DLI Certificate – Applications of AI for Anomaly Detection Work Experience Machine

料清洗/標記、AI 模型訓練/調參以及模型整合至推論平台等一條龍之能力 擁有神經網路跨框架開發的經驗，熟悉Tensorflow/Pytorch 轉 Onnx與TensorRT 熟悉各式AI影像處理Object Detection、Segmetation以及傳統影像處理的方法，尤其擅長瑕疵檢測 具備網站全端開發以及後端串接

WSI, eye images - 醫學資料探勘及整理 - 建立 Data pipeline去清洗資料 學歷清華大學 動力機械工程學系YEF delegates 推薦 技能 Python / C/C++ / SQL PyTorch / Tensorflow Machine Learning / Deep learning Classification / Object Detection Linux / Bash shell Airflow / ETL Pipeline Docker / AWS / GitFlask Data Analysis / PostegreSQL / MongoDB Wandb Crawler 語言 / 軟實力 Chinese — 母語或雙語 English — 專業 Problem-solving

Chin Ya Chang Machine Learning Engineer New Taipei City , Taiwan [email protected] I am an AI Software Engineer, specializing in developing various types of models, including convolutional neural networks (CNNs), generative adversarial networks (GANs), and graph neural networks (GNNs). I keep up-to-date with the latest research papers and actively incorporate cutting-edge architecture into my work. In the maintenance part of the AI development environment, I use docker to establish and maintain the development environment and set the LLM model to use in the environment. Previously, I worked as a Data Analyst

魏孝全 Siao 專業設計量化問題的統計量，有數據模擬、建模、驗證的經驗。 長期研究中文的自然語言處理，近期工作是處理 Real-time bidding 相關的問題。 Taipei, Taiwan 工作經歷 Machine Learning Engineer • 現觀科技 Groundhog Technologies - Real-time bidding strategy in digital advertising. - Ad selection, Budget Controller - CTR model inference time speed up 40% - CTR model training time speed up 600% - De-anonymization, Historical