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2020 Conducted 2D and 3D Object Detection Model Training and Optimization Conducted Traffic Light Recognition Model Training and Optimization Handled the Development of Inference Model with CUDA Library Coordinated the Integration and Implementation of Perception System in Apollo Environment Face Recognition JanSep 2018 Built up Image Collection System Evaluated the Performance of Inference Models Assisted in System Integration with Inference Model API Skills Programming Python: Pytorch, TensorFlow, OpenCV, Pika C/C++: CUDA, TensorRT Linux OS Docker Git AI: Deep Learning Familiar with Pytorch framework Have TensorFlow framework development experience Have TensorRT library development ex...

application - Upgrade legacy backend service to modern architecture. - Enable CI/CD flow and deployment - Build internal frontend application as a full-stack developer [Core technology] - Python/JavaScript - Django/Django Rest Framwork/Chalice AWS Lambda/Flask/FastAPI - Vue.js - Tensorflow/Keras/OpenCV Software Engineer • 盛星科技 | Astra Inc. 十二月四月Build innovative computer vision and pedestrian detection backend service - Build and maintain a high availability of deep learning-based computing systems - Develop human detection and facial recognition deep learning models and algorithms [Core technology] - Golang

Breathing Behaviour and Automatic Action Recognition 2015 From IP to Import Program Top資訊科技盃實務競賽 甲等  2015 New Taipei Industrial Value Creation Program for Academia 2015 Taipei International Invention Show & Technomart 2015 Taiwanese Society of Biomedical Engineers Image Processing Familiar with C++/Java development 5+ years experience in OpenCV development 6+ months experience in Image-J plug-in development Deep Learning 2 year experience in Python 2 year experience in Tensorflow 6+ months experience in Tensorflow-Lite Other 3+ years experience in Android development TOEIC :

Kai-Kai Hsu Software Engineer • Taipei，TW • [email protected] •With 10+ years experience of image processing algorithm development, engaged in the developments of below software features : Filmora, PowerDirector, PhotoDirector, YouCam Perfect (App) and YouCam Makeup (App), mainly involved in the algorithm designings of image processing, computer vision, pattern recognition, machine learning(SVM, regression). Capable of performance tunning (Multithread, SIMD, NEON), cross-platform development, including Window, Mac, Unix, iOS, and Android systems. Skills Programming Development C++ (mainly) Objective C (elementary) iOS development Java, JNI (elementary) Android development Library OpenCV effekseer clapack

all the software projects are version controlled with git/gerrit, familiar with git flow. OpenCV / PCL(Point Cloud Lib) 在自動化產線專案中，因應客戶需求開發3D視覺演算法時，常使用到OpenCV和PCL的功能。 For a variety of demands from customers in automated assembly line projects, OpenCV and PCL are being used very often when building up 3D vision algorithm. ROS (Robot Operation System) 在開發AGV專案時，使用ROS系統來

後台開通權限 2. 報價單編輯,顯示,列印,轉PDF 全譜科技, 軟體工程師, Jan 2010 ~ Aug以MFC開發window xp window xp embedded系統的應用程式,並整合opencv來影像處理 2. 使用win32 api整合RS232裝置,進行遠端機台操作 揚朋科技, 軟體工程師, Sep 2009 ~ DecLCD機台介面 2. 交握控制 技高工

經驗。並有程式教學、參與展覽、參加全國性比賽等多種經驗。 目前職稱 NTUST Student，TW [email protected] 技能 擅長 C/C++、C#、C# wpf、Opencv、Python 熟悉 Unity(C#)、swift4、Keras 接觸過 html、JavaScript、TypeScript、Phaser、Android Studio、Java、MatLab、MySQL 工作經歷 產學合作案 - 峽谷即時遊憩資訊與環境品質監測智慧服務運