Chia Chun Chang Email & Phone Number

台灣 新北市

1. Face Recognition System for Internal Employees- Implemented the Re-ID OpenVINO Model on OVMS and enhanced face feature matching with Faiss.2. NVIDIA Metropolis Factory Project: Defect Detection Solution- Utilized Siamese Networks for product defect detection with NVIDIA Triton Server.- Developed FastAPI, leveraging PostgreSQL and Redis for cold and hot storage.- Customized Watchdog services to perform AI inference when product images are generated.3. iVIT-I… Show more 1. Face Recognition System for Internal Employees- Implemented the Re-ID OpenVINO Model on OVMS and enhanced face feature matching with Faiss.2. NVIDIA Metropolis Factory Project: Defect Detection Solution- Utilized Siamese Networks for product defect detection with NVIDIA Triton Server.- Developed FastAPI, leveraging PostgreSQL and Redis for cold and hot storage.- Customized Watchdog services to perform AI inference when product images are generated.3. iVIT-I Project: Heterogeneous AI Inference Tool- Independently developed backend for TensorRT, OpenVINO, and Vitis AI frameworks.- Designed an easy-to-integrate Python library and developed RESTful APIs, using SQLite for data storage.- Orchestrated a microservices architecture using Docker and developed a beta version of the website with custom HTML, CSS, and JavaScript.- Developed real-time streaming capabilities using RTSP and WebRTC.4. iVIT-T Project: AI Training Tool- Led a team of two in task planning, scheduling, and technical support.- Created a powerful project management page via Notion, tracking issue schedules.- Conducted daily stand-up meetings to effectively monitor team progress. Show less

台灣 新北市

1. InnoTIS (Proof of Concept)- Developed the InnoTIS inference website using NVIDIA Triton Inference Server, simplifying usage by packaging the gRPC API and creating a user-friendly interface.- Designed the website from scratch utilizing HTML, CSS, and JavaScript.- Developed a custom TensorRT C++ plugin for YOLOv4 and dockerized the solution to enhance flexibility and deployment ease.2. iTAO (Proof of Concept)- Implemented iTAO, a training software leveraging the NVIDIA… Show more 1. InnoTIS (Proof of Concept)- Developed the InnoTIS inference website using NVIDIA Triton Inference Server, simplifying usage by packaging the gRPC API and creating a user-friendly interface.- Designed the website from scratch utilizing HTML, CSS, and JavaScript.- Developed a custom TensorRT C++ plugin for YOLOv4 and dockerized the solution to enhance flexibility and deployment ease.2. iTAO (Proof of Concept)- Implemented iTAO, a training software leveraging the NVIDIA TAO Toolkit, and maintained the original environment using Docker in Docker.- Streamlined the TAO Toolkit workflow from 19 steps down to 5, enhancing efficiency.- Designed a user-friendly interface using PyQT5. Show less

台灣 臺北市 台北

1. Developed and taught over 10 AI and AIoT courses utilizing NVIDIA Jetson series, Raspberry Pi, LinkIt7697, and Arduino; also served as a workshop lecturer.2. Authored over 40 technical articles focused on AI application development on edge devices such as Jetson Nano and Raspberry Pi.3. Collaborated with educational institutions and corporate partners to accelerate the development of product prototypes for academic curricula and corporate projects.

碩士, Engineering, 中上

Activities and Societies: 2018 CVGIP；2018 大專軟體院校資訊應用服務創新競賽-資訊應用組第三名；2018 通訊大賽-校園菁英獎；2018 經濟部搶鮮大賽-冠軍；2019 MakeFaireTaipei；2019 Fi Award.

學士, Information Technology, 中等

Activities and Societies: 活動： 2017 MakeFaireTaipei 2018 大專院校軟體創作競賽 2018 教育部推廣4G創新應用服務暨教育雲成果發表會 2018 巴哈姆特電源資訊站之企業參訪 社團： 排球社 金門大學男子排球隊.