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 :
Deep learning with TensorFlow
Keras
Computer Vision
Employed
・
Not open to opportunities
Full-time / Not interested in working remotely
4-6 years
國立臺灣科技大學 National Taiwan University of Science and Technology
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
Huai-En Tseng I am familiar with data plane network function virtualization programming, high performance data plane system in data center, OpenFlow protocol, OpenvSwitch, RDMA programming, SR-I/OV, system programming optimization, eBPF/XDP, DPDK, Linux kernel packet processing, Ryu SDN controller, Kubernetes CNI and device plugin for RDMA. Senior Software engineer City,Singapore/Taipei [email protected] Work experience Shopee Singapore, Senior Software engineer , Sep 2021 ~ Now 1. Self-developed RDMA SR-I/OV cluster implementation for distributed machine learning system with lots nodes and 10 thousands pods . Including developing
System Programming
Virtualization
Device Driver
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
National Taiwan University of Science and Technology
・
Software Defined Networking and Network Function Virtualization
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Computer Vision Algorithm Developer with 5+ years of experience in writing codes and algorithms. Possess passion of machine learning concepts and other related knowledge. Currently focusing on AI + AOI.
M.S.,National Taiwan University of Science and Technology[email protected]
R&D engineer,Cal-Comp Electronics, Dec 2016 ~ Aug 2020
Developed & maintained :
Design localized facial ROI for skin detection function.
Design emotion detector by using CNN method.
Develop face type classifier by using machine learning method including Dlib and decision tree.
Technology research:
Design facial red spot and wrinkle detector by using image processing skill.
Develop cosmetic surgery simulator by OpenGL.
Machine Learning engineer,Foxlink Image Technology, Sep 2020 ~ Jun 2021
Developed & maintained :
Develop defect detection function for camera lens module
Develop cloth texture classifier function
AI Software engineer,Foxlink, Jul 2021 ~ Present
Developed & maintained :
Develop defect detection function for iphone's USB pcb
Develop defect detection function for Xbox controller
Develop fake image generator by using Generative Adversarial Network for imbalanced data
National Taiwan University of Science and Technology, Graduate Institute of Biomedical Engineering, 2014 ~ 2016
Publication : Improved Unconstrained Video Monitoring of Breathing Behaviour and Automatic Action Recognition
2015 From IP to Import Program Top 50
2014 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
Computer Vision Algorithm Developer with 5+ years of experience in writing codes and algorithms. Possess passion of machine learning concepts and other related knowledge. Currently focusing on AI + AOI.
M.S.,National Taiwan University of Science and Technology[email protected]
R&D engineer,Cal-Comp Electronics, Dec 2016 ~ Aug 2020
Developed & maintained :
Design localized facial ROI for skin detection function.
Design emotion detector by using CNN method.
Develop face type classifier by using machine learning method including Dlib and decision tree.
Technology research:
Design facial red spot and wrinkle detector by using image processing skill.
Develop cosmetic surgery simulator by OpenGL.
Machine Learning engineer,Foxlink Image Technology, Sep 2020 ~ Jun 2021
Developed & maintained :
Develop defect detection function for camera lens module
Develop cloth texture classifier function
AI Software engineer,Foxlink, Jul 2021 ~ Present
Developed & maintained :
Develop defect detection function for iphone's USB pcb
Develop defect detection function for Xbox controller
Develop fake image generator by using Generative Adversarial Network for imbalanced data
National Taiwan University of Science and Technology, Graduate Institute of Biomedical Engineering, 2014 ~ 2016
Publication : Improved Unconstrained Video Monitoring of Breathing Behaviour and Automatic Action Recognition
2015 From IP to Import Program Top 50
2014 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