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Kieran-Lin/README.md

Jianyuan Lin

Master's student in Electronic Information (Artificial Intelligence) at Fudan University, Shanghai.

I am interested in building AI agents that improve reliably through execution feedback. My current focus is on verifiable improvement loops for agent systems: diagnosing failures, proposing bounded changes to tools or harnesses, evaluating them on held-out tasks, and retaining changes only when they pass regression checks.

Research Interests

  • AI4AI and self-improving agents
  • Agent harnesses: tool use, memory, verification, retry, and rollback
  • Code LLM data, evaluation, and agent trajectories
  • LLM post-training and agentic reinforcement learning
  • Efficient inference and AI systems

Background

  • Fudan University — Master's student in Electronic Information (Artificial Intelligence), 2026–present
  • Jinan University — B.Eng. in Artificial Intelligence, 2022–2026

Contact

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