vision API for fashion 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
Max Shih A math enthusiast and geeky computer vision algorithm engineer. Director, Software R&D Department Phrozen Inc., Taipei, TW [email protected] Skills Dev Tools C & C++ Python Version Control TortoiseSVN / Git Computer Vision 3D Scanner Development SLAM Open3D GUI Program Framework Qt + OpenGL / ImGui Math Statistics Optimizations Advanced Calculus Complex Analysis Topology / Tensor / Metric Spaces Theory Professions Algorithm developments Software project & team management Deep Learning Keras + TensorFlow OpenCV Languages Mandarin Chinese Taiwanese English, TOEIC 945 Work Experience Director of Software R&D Department, Feb 2024 ~ now
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