Ted Li Senior Firmware Engineer Over 6 years of firmware/software development expertise as a Senior Firmware Engineer, specializing in embedded systems, cross- functional projects, and RL-optimizations. Driving global technical innovations and training. New Taipei City, Taiwan [email protected] https://github.com/armcortex https://www.linkedin.com/in/ted-li/ https://about.armcortex.cc/ Skill Programming C/C++ Python Bash SQL AI (PyTorch, TensorFlow, Keras) Tool RTOS Embedded System Git Docker/Docker Compose

Delivery ,CD)進而將軟體開發過程的活動透過自動化導入更能夠以敏捷完成。因而目前研究主題除原機器學習中的監督學習（Supervised learning）、非監督學習（unsupervised learning）、半監督學習（Semi-supervised learning）、強化學習（Reinforcement learning）。另外機器學習相關軟體工程中的DataOps與MLOps感到興趣。在持續訓練(Continuous training

式設計(generative-design)與算圖工作。 Education 國立東華大學 藝術創意產業學系Skills Python Numpy / Pandas / Polars Celery FastAPI Visualization Rust Tauri Tokio Tonic Polars CICD Docker Docker-compose K8S Gitlab CI Github Action Deep Learning CNN / RNN / GNN Reinforcement Learning Tensorflow Pytorch Keras Other Language Rust javascript Swift C / C++ Dart Design Photoshop illustrator After Effects Cinema 4D 3D Modeling / Rendering Generative Design Side Project TradingGym more 這個專案啟發於openai的gym，gym

升0.3mAP的效能。以下為我的優勢能力: 資料科學的研究開發能力: 研發演算法來符合產品的資源限制以及控制頻率。利用Reinforcement Learning改善最新的transformer-based物件偵測模型，能夠結合多種不同種類的機器學習種類。 深度學習與應用場域的知識: 物件偵測、物件

Cybersecurity for Space Systems project - project leader of collaborative project with Thales Alenia Space, Rhea Groupe France, Centre National d'Etudes Spatiales, Ecole de l'Air et de l'Espace, Laboratoire d'Analyse et d'Architecture des Systèmes - driving AI work package research on anomaly detection, Natural Langage Processing, Explainability, Reinforcement Learning, Large Langage Models, applied to cybersecurity - Business Development : built relationships and projects pipeline with with major healthcare institutions (CHU Toulouse, Oncopole) and research institutes (LAAS, Institut Mathématiques Toulouse) Entrepreneur • EGBP ( JuneAprilCreated and developed a small business in construction engineering Business Leader • General Electric, Veolia, Vinci, MBDA, Philips ( SeptemberMayRan

Google Cloud GPU Google Cloud VM Google Cloud AutoML Google Cloud Vision API Other Cloud Source Heroku App Service Line Bot ML/AI AI Tool TesnsorFlow SKlearn Keras Matlab OpenCV Algorithm Principal Component Analysis Partial Least Squares Gaussian Process Deep Neural Networks Convolutional Neural Networks Genetic Algorithm Other Application Reinforcement Learning Object Detection Faster RCNN Yolo v3 Generative Adversarial Networks Experience 台灣塑膠工業(FPC) - AI Engineer - Sept~ present 1. AI應用 - 工廠製程之品質軟測量(Soft Sensors)模型建立 2. AI應用 - 製

Grid Vulnerability Assessment Framework Diagram Development of Perception and Decision-making System for Radiation Source Detection Vehicles and Vision-based Robotic ArmstoProject Director As Project Director, managed overall progress, human resources, and administration, while coordinating collaboration two teams, enhancing project management and team coordination skills. Integrated AI models using reinforcement learning, LiDAR, depth cameras, and radiation detectors for radiation source detection vehicles, employing Robot Operating System (ROS) for autonomous navigation and obstacle avoidance. Reinforcement Learning Model Training Algorithm Framework Hardware and Software Architecture Deployment of Vehicle and Real-World Environment Testing Nuclear Thermal-Hydraulic Simulation and Data Analysisto