Marvin Lin ．iOS developer, experienced to macOS App. ．Experienced to RESTful API and GraphQL connection. ．Experienced with Scrum workflow. ．Personal iOS App - King of Song Quiz - https://itunes.apple.com/app/id．Experienced of Continuous Integration (CI). Team city with GitLab. ．Experienced with Firebase service. Realtime database, authentication, crashlytics, etc... ．Trilingual - Native in Mandarin, fluent in English and Japanese (JLPT N2). iOS Developer 城市，TW [email protected] 工作經歷 honestBee, iOS Engineer, Mar 2019 ~ 現在 Developing new

++ Python Shell Script CMake Tool Git Docker Doxygen Swig (API for python from C++) OpenCV OpenCL Linux Skill multi-threads distributed computing serialization/deserialization CICD data version control (DVC) MLOps Image Processing PCA Interactive Segmentation Connected Component Image Stitching Direct Linear Transformation Kalman Filter (Tracking) SIFT Hough HoG Image Deblurring Depth Estimation ISP Machine Learning Framework Transformation Data Augmentation Transfer Learning Model Pruning Model Quantization Performance Evaluation Parameter Fine-tuning Model : SVM, LeNet, AlexNet, VGG, GoogLeNet, SSD, YOLO, MobileNet, ShuffleNet, FaceNet, Xception, MatrixNet, CenterNet, CSPNet, M2Det, EfficientNet/Det Projects HPC Keyword Spotting Automatic Speech

shared vehicles including Kymco Like, eMoving ie125, and BMW iWas one of the members of the next-generation Network Management SystemIntegrated Wi-Fi login account with Facebook, Google, LINE and OTP by SMSIssued 50 4ipnet training certificates around the worldWent into mass production of the HP 5G-PoE+ mini-switchAwarded with best performance in LiteOn Work Experience Product Line Manager • Ubiquiti Inc. OctoberNow Launched EV charging stations with digital signage, enterprise-graded access controls, charging report system and fallback behaviors on the B2C/ B2B2C SaaS platforms, selling out 200pcs in first 2 weeks Supervised EV charger roadmaps