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1. 向客戶或需求端進行需求訪談。 2. 專案時程與 NRE 評估規劃。 3. 制定產品規格相關文件及專案開發計畫。 4. 追蹤與匯報專案進度和識別關鍵鏈瓶頸風險。 5. 協助專案測試及追蹤檢討

1. Improve model accuracy/performance to achieve real-time inference on edge device. 2. Iterate model to cover all kinds of common features on highway/city scene. 3. Develop a single model to simultaneously output object detection and segmentation result. 4. Apply model distillation, pruning, factorization, and quantization. 5. Data cleaning and augmentation. 6. Port to edge device, profile and find bottlenecks. 7. SOTA paper

a. AI inference result processing for robust object recognition, inter-frame association, and tracking b. Scene recognition using AI inference with a statistical basis c. Algorithm writing with efficient, cross-platform code that is capable on edge devices

程式設計教育將是未來10年最重要的教育浪潮，隨著學習程式語言不再只是才藝，而是影響孩子未來競爭力的關鍵，愈來愈多家長希望用長期且循序漸進的常態程式課程，來培養孩子解決問題

Responsibility : a. This position requires knowledge and experience in the state estimation of dynamic systems using various sensors in a 3D environment. b. The responsibilities include preprocessing and modeling sensors, identification of system dynamics, and fusion and estimation of states. c. The candidate is also responsible for develop, maintain, and improve the integrated estimation system while ensuring maximum availability and accuracy with minimum computational cost.