Research Topics
In this project, students will develop large-scale AI agents to tackle real-world problems. Our team has previously built AI agents capable of analyzing large-scale system logs to extract insights on system efficiency. We have also developed agents that can automatically test, run, evaluate, and tune real-world applications in real time.
Participants will gain hands-on experience in building AI agents using Large Language Models (LLMs) and contribute to the development of production-grade systems intended for real users.
Preferred Background and Interests
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Strong interest in LLMs and AI agent development.
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Prior experience in building web-based applications is highly desirable.
Goal
The objective is to build, deploy, and evaluate production-level AI agents that will be used by real users.
Faculty
Team Mentor: Dong Dai
