Health-Tech SaaS · Live on Render

Your Personal Health Intelligence Engine

SAFE continuously monitors your self-reported symptoms, predicts your clinical severity using machine learning, and alerts you — before things get serious.

⚡ Try Live Platform ▶ Watch Demo
3
Severity Tiers
<3s
Emergency Alert Latency
79%
Weighted F1 Score
100%
Uptime Coverage (Fallback)
5
Docker Microservices
The Problem

Healthcare is reactive. SAFE makes it proactive.

Most people only seek medical attention when symptoms are already serious — by then, it's often too late for early intervention.

❌  Today's Reality

  • Clinic visits are episodic, not continuous
  • Symptoms are tracked manually, if at all
  • No real-time risk stratification for everyday users
  • Emergency signs go undetected until critical
  • Generic health apps don't personalise alerts

✓  With SAFE

  • Continuous severity assessment on every login
  • ML classifier + rule-based fallback = zero missed classifications
  • Risk-adaptive reminders (3 / 7 / 14 days) by tier
  • Emergency e-mail fired within <3 seconds of symptom detection
  • AI chatbot grounded in your personal health profile
Features

Everything health monitoring should be.

🧠

ML Severity Classification

A scikit-learn Random Forest classifier trained on real user profiles classifies every user as Mild, Moderate, or High risk using 13 demographic and symptom features.

🛡️

Deterministic Fallback Scoring

When the ML model is unavailable, a weighted rule-based scorer guarantees every user still receives an accurate severity label — zero downtime for risk assessment.

🚨

Real-Time Emergency Alerts

Keyword co-occurrence detection (e.g. "chest pain") fires an asynchronous e-mail alert in under 3 seconds — independent of LLM inference latency. A 6-hour cooldown prevents fatigue.

📬

Risk-Adaptive Reminders

Celery Beat schedules reminder e-mails at 3-day, 7-day, or 14-day intervals depending on your current severity tier. High-risk users are never left without a prompt.

💬

Context-Aware AI Chatbot

Powered by Gemini 1.5 Flash with your severity level, symptom history, and session memory injected into every call — not a generic chatbot, but one that actually knows your health state.

🐳

Containerised & Scalable

Five Docker Compose services (Django, PostgreSQL, Redis, Celery Worker, Celery Beat) enable horizontal scaling of the worker tier and consistent deployments across environments.

How it Works

From sign-up to safety in minutes.

SAFE is designed for zero-friction onboarding and immediate personalised monitoring.

1

Register & Profile

Enter your age, weight, symptoms, and heart history. SAFE auto-computes your BMI and runs the ML classifier immediately.

2

Get Your Severity Score

Receive a Mild / Moderate / High classification plus a detailed e-mail assessment — instantly, on every profile update.

3

Stay Monitored

Adaptive reminders, an AI health assistant, and real-time emergency detection keep you informed and safe — automatically.

Product Screenshots

See SAFE in action.

A live deployment running at safe-11.onrender.com. Click any screenshot to view it full-size.

safe-11.onrender.com/dashboard
SAFE Dashboard
📊
Add screenshot: Dashboard & Severity Score
User Dashboard Real-time severity display, BMI, symptom summary & chatbot
safe-11.onrender.com/register
SAFE Registration
📝
Add screenshot: Registration & Onboarding Form
Smart Onboarding Structured symptom checklist, health history, instant ML prediction
Emergency Alert Email
SAFE Emergency Email
🚨
Add screenshot: Emergency Alert Email
Emergency E-mail Alert Triggered within <3 s of critical keyword detection in chat
AI Health Assistant
SAFE Chatbot
💬
Add screenshot: AI Chatbot Conversation
Context-Aware Chatbot Gemini 1.5 Flash grounded in your severity & symptom history
Severity Assessment Email
SAFE Severity Email
📧
Add screenshot: Severity Assessment Email
Risk-Adaptive Reminders Automated e-mails at 3 / 7 / 14-day intervals by severity
safe-11.onrender.com/update-health
SAFE Update Health
🔄
Add screenshot: Update Health Profile
Health Profile Update Severity reclassified automatically on every save
Product Demo

Watch SAFE in 2 minutes.

From registration to emergency alert — end to end.

Technology Stack

Built on production-grade open source.

Django 4.x PostgreSQL 15 Redis 7 Celery + Beat scikit-learn Gemini 1.5 Flash Docker Compose Gunicorn joblib SMTP Email
Most health apps tell you what happened. SAFE tells you what's about to happen — and acts on it.
— Shyama Tripathi, Creator of SAFE
Get Started

Your health deserves intelligence.

SAFE is live and free to try. No credit card. No installation. Just sign up and let the engine do the work.

Create Free Account View Live Demo →

Hosted live · No install needed · Open to all