Hello Google AI Developers and individual developers,
I am a Computer Science Engineering student named Anand S and I would like to share a major V2 update for a project I have been developing called SAR AI
(Search Aircraft Rescue Analytical Engine).
The idea behind this project is to assist in search-and-rescue operations when an aircraft loses communication or its Emergency Locator Transmitter (ELT) is unavailable.
Since my previous post, I have completely refactored the backend architecture to drop all frontend parsing in favor of a reliable, deterministic server-side execution pipeline. Here are the core technical upgrades deployed in this release:
1. Native Function Calling
* Upgraded SAR AI to utilize a native function calling architecture.
* The orchestrator now dynamically detects when math or external telemetry validation is required and triggers specific, schema-enforced backend tools.
2. Aviation Physics Engine
* Implemented deterministic geospatial calculation modules.
* The system computes exact parameters for glide zone trajectories, maximum fuel ring boundaries, and wind vector drift parameters without relying on LLM approximations.
3. Geospatial & Terrain Cross-Referencing
* Terrain calculation is fully integrated and by this we can analyze regional elevation profiles to flag structural collision risks before they occur.
4. Temporal Map Replay System
* Engineered a black box data visualizer on our map UI.
* Teams can scrub through a historical playback timeline to see flight telemetry, vector kinematics, and automated AI warnings sync up dynamically.
I would greatly appreciate feedback on the concept, system architecture, and any suggestions that could help improve the project or make it more applicable to real-world search-and-rescue operations.
Now you can visit my website on this website:https://sar-platform-six.vercel.app/
Github repo:https://github.com/anands9408-star/SARPlatform.git
This is a private repo for our SAR AI platform you will get error if you search this.
Also we are live on product hunt,Also i request all the individual developers for feedback.
Thank you for your time and feedback.
Regards,
Anand Srinivasan
Computer Science Engineering Student