# void catalyst

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Vinit Chaurasia](https://cerebralvalley.ai/u/vinit_zx)
- **GitHub:** https://github.com/chourasiavinit9-dev/clinify
- **Demo video:** https://drive.google.com/file/d/1zyWIvyQSgxGQWSos2ZuAmeo68kgGxRZc/view?usp=sharing
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2392

Clinify is a clinical-grade AI nutrition and health platform built for the 537 million+ people worldwide living with chronic diseases like CKD, Type 2 Diabetes, and Hypertension — most of whom have zero access to a clinical dietitian.

The core problem: a CKD patient who eats a banana, or a cardiac patient who eats spinach while on Warfarin, can trigger a life-threatening event within hours. Standard nutrition apps give generic info. Clinify delivers real clinical intelligence at the point of consumption.

HOW IT WORKS:

Food Label Scanner — Point your camera at any food packaging. Clinify's Meta Llama 4 Maverick multimodal vision AI reads the nutrition label, extracts every nutrient, categorizes all ingredients by clinical class (Sweeteners, Preservatives, Emulsifiers, etc.), and cross-references them against the patient's specific disease guardrails. It returns a Clinical Score (1-5), a list of Red Flag ingredients with severity ratings, compliance with WHO salt targets, and a personalized recommendation — in under 2 seconds.

Symptom Checker — Describe symptoms in plain language. Meta Llama 4 Scout performs a deep clinical triage: possible condition, medication suggestions (safe for the patient's disease), an avoidance protocol, next steps, and critical red flags requiring ER attention.

Pantry Chef — Enter what's in your fridge. Llama 4 Scout generates a fully personalized clinical recipe: 5+ cooking steps, disease-safe ingredient swaps, and clinical preparation tips to reduce sodium and sugar.

 Disease Guardrails — Hard limits for CKD, Diabetes, Hypertension, and custom conditions. All AI outputs are cross-checked against these limits deterministically — no AI hallucinations reach the patient unfiltered.

Zero-Connectivity Fallback — If the API is unreachable, a built-in TypeScript deterministic engine activates. Life-safety checks never fail.

The result: a clinical dietitian in every patient's pocket, powered by Meta's open-source AI.

## More from Meta Global AI Developer Hackathon

- [ReproTrace AI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2389)
- [SmearLens](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2390)
- [ByteHive Supervisor](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2391)
- [Arosa](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2393)
- [Croissants enjoyer](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2394)
- [CanisMajor](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2395)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2392. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt