"XXI team on AI Infra Summit Hackathon Hackathon"

Team Idea

Building an edge AI application with SiMa.ai focused on efficient local inference and real-world deployment. I’m currently working solo and looking for teammates with Data/AI, Back-End, Front-End, or embedded/edge AI experience who want to build and ship a strong hackathon prototype together.

Team Members

TT KK

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Submission

Foreman - Natural-Language Edge AI Inspector

Foreman turns spoken or typed inspection rules into real-time PASS/FAIL/UNCLEAR decisions using SiMa.ai Modalix, object detection, temporal evidence, and Qwen3-VL 4B - without retraining the vision stack.