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1. 建立完整的AIOT偵測系統，包括邊緣運算裝置架設、物件偵測模型及後端資料庫整合、前端網頁呈現。

2. 主要負責AI模型訓練(YOLO v4物件偵測)、雲端應用部署(GCP)、網頁撰寫(Flask)及視覺化地圖開發、專案規劃。

3. 可實際作為車載裝置，實施智慧道路坑洞巡查，並於雲端初步建立路損資料庫。

AIOT道路缺陷智慧偵測系統

AI Engineer

楊敦量

1. 建立聊天機器人，並藉由問卷設計讓用戶自行貼標以分析潛在客群。
2. 結合Google Teachable machine API，讓用戶可透過拍照初步辨別品種狗(6種)。
3. 設計按鍵/文字/圖文選單與劇情，與用戶互動。

Line chatbot

Solutions Architect – Associate

An AI engineer with extensive experience in cloud architecture. My focus lies in developing innovative AI application services utilizing cloud resources, specializing in handling computer vision tasks and excelling in the development of automated services.

While studying at the Institute of Applied Mechanics at National Taiwan University, I joined the Nano Biomedical Micro-Electro-Mechanical Laboratory to learn the knowledge about Piezoelectric material and Photoelectric system. 

The research spindle is to design a bionic filter flow channel to improve the filtration efficiency (42.1%) of the piezoelectric electret filter and reduce the pressure loss (41.8 %) of the filtration system.


National Taiwan University

While studied in Department of Mechanical and Electrical Engineering, I joined the Lab to learn the knowledge of Optical Electromechanical System, Mechanical Manufacturing and controlling the machine tool by single-chip. 

National Changhua University of Education

Wistron Corporation

1. AI Engineer with expertise in computer vision, IOT application, automated service development, microservices implementation, and cloud-based machine learning workflows.

2. Developed AI recognition systems for two automated production lines, boosting efficiency by 40% and achieving a 99.2% accuracy in image recognition. Applied virtual-real integration platforms to accelerate development timelines.

3. Contributed to the development of generative models, aiding in over 50% of 3D product design for RD.

4. Collaborated with cross-functional teams from various departments for diverse AI development projects.
Proactively addressed customer pain points to establish more stable, efficient, and intelligent AI applications.

台灣高雄市

1. Experienced AWS-certified Solutions Architect proficient in designing and implementing cloud infrastructure for numerous enterprises, specializing in project management for cloud solutions.

2. Specialized in crafting innovative cloud architectures, adept at optimizing existing infrastructures to enhance performance, conducting cost assessments for cloud deployments, with a focus on high availability, disaster recovery, and robust security and permission management.

3. Proactively stay updated on the latest cloud and AI advancements, regularly produce technical reports for the team, and apply emerging technologies to enhance enterprise architecture applications.

4. Collaborate closely with AWS AI domain experts and database specialists to build cloud-based AI training workflows, accelerating project development processes.

台灣台北市

Chunghwa Telecom Company, Ltd.

Cloud Solution Architect

1. Responsible for mechanical design of VR HMD, VR Controller, AR glasses.

2. Have the experience of co-working with Software / Optical teams to develop AOI calibration systems.

3. Familiar with AR/ VR product's MP process and having the ability of trouble shooting.

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