CODE FOR PAKISTAN HACKATHON · TEAM “ Let Them Cook”
Hayaat AI
Eradicating the "Zombie Forward" Crisis in Pakistan's Blood Logistics
Built by Faria Shamsie and Arsalan Ali
🔴 Live Working Prototype: huggingface.co/spaces/shamsie/Hayaat_AI
THE HUMAN SPARK
A Desperate Message in the Dark
Frantic blood donation appeals saturate Pakistani WhatsApp groups every week. Last year, it became real.
A friend's father was rushed into emergency surgery — he critically needed rare O-negative blood. The hospital bank was dry.
In panic, my friend blasted an unstructured SOS across every social group. Strangers called from an hour away, stuck in gridlock. Others arrived only to be turned away — wrong weight, wrong eligibility.
Precious hours evaporated. A life hung in the balance.
THE SYSTEMIC PROBLEM
The "Zombie Forward" Challenge
Unstructured Viral Noise
Panic-driven broadcasts lack location coordinates, validation, or health eligibility context — creating immediate operational chaos.
The ICU Chaos Matrix
Families spend vital minutes fielding calls from ineligible donors instead of coordinating with medical staff.
The Decay of Donor Intent
Two weeks post-recovery, the same messages keep mutating across groups — breeding digital noise and donor fatigue, burying real emergencies.
THE CORE SOLUTION
Hayaat AI: Dynamic Automated Dispatch
Replacing frantic viral panic with a structured, calm, and intelligent network that acts instantly when seconds count.
Stateful Communication Routing
Converts chaotic citizen text inputs into clean, queryable clinical records.
Localized Extraction Engine
Automatically extracts key variables: Blood Type, City, and Sub-Region from raw unstructured input.
Proximity Corridor Optimization
Maps matching, active responders along actual transit corridors near the clinical site — dropping mobilization times by 80%+.
TECHNICAL SAFEGUARDS
Friction-less Integration & Guardrails
Multi-Lingual Core
Seamlessly accommodates Urdu script, Roman Urdu phonetics, and English — zero-friction on boarding for all citizens regardless of literacy or device.
Pre-Screening Intercept
An AI conversational agent validates health eligibility — weight, medication, 90-day donor intervals — before the donor travels, preventing frustrating hospital-floor rejections.
ENGINEERING
The Production Architecture
Built for real-world deployment — not a demo. Zero server cost bloat. Permanently live.
Frontend UI Engine
Gradio with custom-compiled CSS for high-contrast visibility in low-light clinical environments.
Data Processing Layer
Pandas & NumPy handling fast real-time string parsing and dynamic data filtering at scale.
Storage Infrastructure
State-managed CSV backend — ultra-fast queries, zero server cost, permanent record integrity.
Cloud Deployment
Permanently hosted on Hugging Face Spaces CPU-basic infrastructure — always on, always accessible.
PRIVACY & DATA SOVEREIGNTY
The Right to Be Forgotten
Most hackathon prototypes only scrape and collect. Hayaat AI prioritizes user trust.
01
User texts "UNSUBSCRIBE"
Initiates deletion via the conversational thread — no forms, no friction.
02
Identity Cross-Verification
System validates Name, Phone, City, and Area before executing any deletion.
03
Permanent Scrub
Historical row is permanently removed from the cloud registry database.
04
Zero Orphan Data
No artifacts left behind — full compliance with international digital privacy standards.
Because every second matters when saving a life.
Hayaat AI by Team “Let em Cook”
Faria Shamsie — Team lead
Arsalan Ali – Team member
Connect With Us
Code for Pakistan Hackathon — Built to save lives, not win trophies.
User Interface of Hayaat Ai