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認證 工作經歷 中冠資訊 — 軟體工程師，2021年 04 月 - 至今 ➤ AI辨識（Python） 使用Scaled-YOLOv4進行噴字、手寫、物體與人形等識別。 使用Keras、TensorFlow撰寫Convolutional Neural Network (CNN)手寫數字偵測。 建立轉檔機制以解析SEQ檔與VBB檔成影像標記檔用以協助AI訓練。 利用OpenCV 開發邊緣偵測系統與輪

of Korea Winter internship, Dept. Research and Development (R&D) - CT Reconstruction Algorithm using Matlab Awards  2021, Asia-oceania Federation of Organization Medical physics Best Ph.D Award Winnner : [link] 2021, Body morphometry AI segmetation challenge (보건복지부) Top prize : Kidney and kidney tumor segmetation network by using nnUnet and STAPLE algorithm 2021, 9th Japan-Korea Joint meeting on Medical physics (한-일 의학물리학회) Young Investigation Award : Beam Angle Optimization for Double-Scattering Proton Delivery Technique Using an Eclipse Application Programming Interface and Convolutional Neural Network 2021, 9th Japan-Korea

智慧家電Chatbot後端平台之開發，使用者可透過LINE直接操作家中的電器，省去使用智慧家電APP操控. (Golang, Heroku, PostgreSQL, Line Chatbot, Azure Cognitive Services) • 實作Convolutional Neural Network與遷移學習在自駕車專案中的物件偵測. (Python, Pandas, Scikit-learn, Tensorflow, Keras) • 建立OTA系統後端開發，讓使用者可以隨時更新韌體.(PHP

earthquakes beneath southern Vancouver Island publication date MG Bostock, AM Thomas, G Savard, L Chuang, AM Rubin Journal of Geophysical Research: Solid Earth,Ambient tremors in a collisional orogenic belt. publication date LY Chuang, KH Chen, A Wech, T Byrne, W Peng Geophysical Research Letters,Conference presentation A Deep Convolutional Neural Network Model for Earthquake Phase Picking in Taiwan publication date Dec 12, 2019 publication description 2019 AGU meeting Tremor or train? An attempt to discern tremor and noise using a deep convolutional neural network publication date Sep 8, 2019 publication description 2019 SCEC meeting A Machine Learning Approach

on the cutting-edge of robotics, machine learning, software engineering, and mechanical engineering. Learn more Robotics SoftwareND Master advanced robotics software engineering skills, and gain hands-on experience developing solutions that solve challenging robotics and AI problems. Learn more Certificates Continue to pursue online courses to solve a variety of different issues. Fundamentals of Deep Learning for Computer Vision Links Neural Networks and Deep Learning Links Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization Links Structuring Machine Learning Projects Links Convolutional Neural Networks Links Python3 for Data Science Links HTML, CSS, Javascript, jQuery,php, mySQL Links

platforms to strengthen the company's brand and identity. Tested websites and performed troubleshooting prior to deployment. Sales Support Lead • Best Buy JuneOctober 2016 Consulted with sales and management to refine individual and team deliverables; interpret complex analyses and reports, making complex decisions to drive effective business outcomes. EducationCalifornia State University Computer Science Projects CohibaMate (Cigar Label Authentication) CohibaMate utilizes Google's Tensorflow to train a deep convolution neural network on an exclusive data-set. The pre-trained model with a 97% accuracy rate is then used by a Python/ Flask app...

Perforce, Pycharm, CVS, Jira, Confluence Google Coral TPU, Lattice ECP5, U+, Crosslin-NX FPGA, Raspberry Pi, Intel Movidius, NVIDIA GPU Compute Engine, App Engine, Vision API, Auto-ML, Container Registry, Kubernetes Engine Sagemaker, DeepLens, Lambda, Rekognition API, Reko API custom labels Docker, OpenCV, Machine Learning, Deep Learning, Computer Vision, Convolution Neural Nets (CNN), LSTM, Networking, Model Optimization, Quantization, Pruning, Linux Kernel, OpenWRT Work Experience Work Experience AI & Embedded Systems Consultant Self-Employed • FebruaryPresent Working with companies to blend AI with embedded systems specifically to enable AI on edge devices, including the device ecosystem. Staff Engineer Softnautics • SeptemberFebruary 2021