宋浩茹 Hao-Ru Sung| [email protected] | LinkedIn | GitHub A s a Research Assistant at Academia Sinica , specializing in Generative AI research and application. With 3 + years of experience in NLP a nd Machine Learning , along with 4+ years in Backend Development . Proficient at translating complex theories into practical applications. Skills Languages: Python, R, SQL, MATLAB, C, C#, JavaScript, Node.js Software & Tools: PyTorch, PyTorch Lightning, Tensorflow, Scikit-Learn, NLTK , GCP, Linux, SQL / NoSQ , Pandas, Hugging Face, Gradio, LangChain, Tensorflow, Keras, FastAPI, OpenCV, Airflow
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
brand introduction. - Optimized system architecture to overcome memory limitations. Software Engineer • HIPOWER-TECH 2015//3 - Developed Intelligent Video Server(IVS) for alarm services - Video Management Server(VMS) - video walls - Developed for embedded devices in complex environments - Preprocessed and imported video streams - realtime video analysis (not using OpenCV) - GUI for notification queries/settings/SMS/email alerts/user permissions/reporting/protocols. - streaming relay service (RTSP Live555 Server) - Key applications include: - National Highway No. 5 Wrong-Way Driving Detection System - Formosa Plastics Sixth Naphtha Cracking Plant Smoke Detection System - Suzhou Expressway
系統分析與設計
系統整合
影像處理
Employé
Temps plein / Intéressé par le travail à distance
6 à 10 ans
Providence University 靜宜大學
・
資訊工程
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