Designed an image preprocessing algorithm and conducted training and optimization for a cancer cell detection model. Assisted in planning and implementing cancer cell detection applications, as well as developing an auto-training application for the detection model. Computer Vision: Human Action Recognition Conducted training for a human skeleton detection model. Developed static human action recognition model based on images and dynamic human action recognition model based on videos. Autonomous Vehicle: Conducted Multiple AI Models in Perception System Trained and optimized 2D and 3D object detection models, as well as traffic light recognition models. Develope.

Nelson Chen Senior engineer Dedicated Software Engineer with 6+ Years of Experience Senior software engineer specializing in web page development and deep learning. Proficient with machine learning technologies, such as TensorFlow, Numpy, etc. Experience Senior engineer • Chicony Electronics Co, Ltd. ．Build an Auto-Encoder AI model for defective detection. ．Build an object detection model for detecting car types. ．Developed a Front-End and Back-End website for data analysis. ．Manage the production process and make it automated production. NovPresent Software engineer • Teco image systems co. ltd ．Developed and maintained MFP driver

理，機台管理，機台產出、妥善率提升，自動化專案 學歷 國立高雄科技大學 National Kaohsiung University of Science and Technology 電腦與通訊工程系 •論文-Packaging Wire Bonding Defect Detection Based on YOLO-V8 正修科技大學 電機工程 •高雄市立高雄高工 冷凍空調科 •資格認證 TOEIC Speaking&Writing (130,160) ETS 十二月 2021 到期 TOEIC 835 ETS 十二月

施冠宇 在 H2 inc. 智抗糖 app 中開發 food AI recognition 功能 ，目前服務已經穩定上線 New Taipei City, Taiwan 工作經歷 Data engineer • H2 Inc. 十二月Present 【AI 食物辨識及分類】 - 設計 labeling workflow and rules, 並領導 3 位 labelers 團隊 - 管理 food AI recognition project life cycle, 完成 end-to-end deployment 並根據用戶回饋建立 retrain system - 幫助公司 app 增加

business development, and customer relationship maintenance 24 Merchants, 6 IPs. NFT generation and 3D modeling Web 3.0, Metaverse, NFT-related consultant. OctFeb 2021 Project Engineer Acer Studying cutting-edge AI/DL skills to implement on a medical AI project. 92% accuracy on glaucoma CDR detection. Familiar with object detection, segmentation, and classification AI scenario. Good communication skills with doctors' demands and collaboration with colleagues. Patent Disclosure: Ultrasound detect and notify system. (serial number: I學歷 SepJun 2 National Taiwan University of Science and Technology Masters in Electrical Engineering Thesis

Detection: Detect Player Contacts from Sensor and Video Data, 2023/03/03 AIGC (生成式AI): - Bronze medal (solo): (Kaggle) Stable Diffusion - Image to Prompts: Deduce the prompts that generated our "highly detailed, sharp focus, illustration, 3d renders of majestic, epic" images, 2023/05/16 Object detection (目標檢測): - 4th place (solo): (Aidea AI CUP) 肺腺癌病理切片影像之腫瘤氣道擴散偵測競賽 I：運用物體偵測作法於找尋STAS, 2022/06/02

以及模型整合至推論平台等一條龍之能力 擁有神經網路跨框架開發的經驗，熟悉Tensorflow/Pytorch 轉 Onnx與TensorRT 熟悉各式AI影像處理Object Detection、Segmetation以及傳統影像處理的方法，尤其擅長瑕疵檢測 具備網站全端開發以及後端串接AI人工智慧的經驗 擁有豐富的AI