"Minahel Javed team on AI Infra Summit Hackathon Hackathon"

Team Idea

InferRoute-A lightweight gateway that sits between an app and 2–3 LLM APIs: it caches repeated or near-duplicate queries so you're not paying for the same answer twice, and auto-routes each new request to the cheapest model that still passes a quality check, escalating to a bigger model only when it fails. A live dashboard shows the actual dollars and milliseconds saved versus always calling the top-tier model — turning AI infrastructure optimization into something judges can see working in real time.

Team Members

Minahel Javed

Minahel_Javed

AI Engineering Student

Sana Arshad

sanaarshad

Submission

PromptShield — LLM Prompt Security Gateway

PromptShield is a real-time LLM security gateway that detects prompt injection, jailbreaks, and data-exfiltration attempts. It scores prompts and uses rule-based detection to Allow, Sanitize, or Block threats before they reach the LLM.