Building a Self-Verifying FTIR Agent with Qwen Function Calling (opens in new tab)

Built for Track 4: Autopilot Agent — #QwenCloudHackathon Most AI "agents" are API wrappers with a system prompt. Upload data, call one endpoint, return the result. No verification, no reasoning about what went wrong, no ability to self-correct. For the Qwen Cloud Hackathon, I built ChemSpectra Agent — an FTIR spectral analysis system where Qwen-3.7-Max autonomously selects tools, cross-validates evidence across multiple results, and triggers self-verification when confidence is low. The key i...