I am an AI Engineer with a Ph.D. in Control Science and Engineering, specializing in computer vision, deep learning, and large language models. I have extensive experience in fine-tuning LLMs with LoRA, retrieval-augmented generation, network automation agents, and efficient edge AI deployment. My professional journey spans academia and industry with numerous peer-reviewed publications and practical applications. My passion lies in bridging the gaps between AI research and real-world deployment, creating domain-specific intelligent agents, and optimizing models for various environments. I enjoy tackling complex problems across computer vision, language models, and embedded AI, always aiming to deliver impactful, efficient, and scalable solutions.

Ye Wei

I am an AI Engineer with a Ph.D. in Control Science and Engineering, specializing in computer vision, deep learning, and large language models. I have extensive experience in fine-tuning LLMs with LoRA, retrieval-augmented generation, network automation agents, and efficient edge AI deployment. My professional journey spans academia and industry with numerous peer-reviewed publications and practical applications. My passion lies in bridging the gaps between AI research and real-world deployment, creating domain-specific intelligent agents, and optimizing models for various environments. I enjoy tackling complex problems across computer vision, language models, and embedded AI, always aiming to deliver impactful, efficient, and scalable solutions.

Available to hire

I am an AI Engineer with a Ph.D. in Control Science and Engineering, specializing in computer vision, deep learning, and large language models. I have extensive experience in fine-tuning LLMs with LoRA, retrieval-augmented generation, network automation agents, and efficient edge AI deployment. My professional journey spans academia and industry with numerous peer-reviewed publications and practical applications.

My passion lies in bridging the gaps between AI research and real-world deployment, creating domain-specific intelligent agents, and optimizing models for various environments. I enjoy tackling complex problems across computer vision, language models, and embedded AI, always aiming to deliver impactful, efficient, and scalable solutions.

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Language

Chinese
Fluent
English
Advanced

Work Experience

Research Fellow at Singapore University of Technology and Design
September 1, 2024 - August 25, 2025
Conducted advanced AI research focusing on computer vision, large language models, and edge AI deployment. Worked on projects involving RAG-based systems for cultural translations, vertical domain LLM development for a YouTube channel, and deployment of lightweight medical dialogue agents with parameter-efficient fine-tuning and quantization.
Assistant Professor at Northeast Electric Power University, China
September 1, 2021 - August 25, 2025
Taught and conducted research in AI and data science, focusing on computer vision and deep learning. Developed innovative AI models and contributed to academic knowledge through research and publications.
Visiting Student at School of Computer Science and Engineering, Nanyang Technological University, Singapore
October 1, 2018 - August 25, 2025
Engaged in collaborative research on AI, deep learning, and control systems. Gained international research exposure and contributed to ongoing projects in computer vision and learning algorithms.
Visiting Student at Department of Electrical and Computer Engineering, Missouri University of Science and Technology, USA
October 1, 2016 - August 25, 2025
Participated in research projects focusing on signal processing and system identification with sparse algorithms. Developed skills in advanced signal processing techniques and contributed to academic publications.

Education

Ph.D. in Control Science and Engineering at Harbin Engineering University, China
January 11, 2030 - January 1, 2019
B.Eng. in Electrical Engineering and Automation at Harbin Engineering University, China
January 11, 2030 - January 1, 2012

Qualifications

Add your qualifications or awards here.

Industry Experience

Software & Internet, Education, Healthcare, Transportation & Logistics, Other

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