User Persona-Based Adaptive Homepage with an Interpretation and Personalization Layer
Generic weather apps show everyone the same generic cards. Mausam dynamically ranks AQI, UV, rain, and heat alerts based on your unique persona and health flags.
ENGINE CAPABILITIES
Engine Capabilities & Features
Designed with high standards for safety, transparency, and explainable AI scoring.
Contextual Ranking Engine
Calculates card priorities using pure function mathematical scoring: Score = persona × urgency × confidence.
P0 Severe Warning Override
Life-safety warnings (thunderstorms, heavy rainfall) bypass user preferences and render permanently at the top.
Deterministic Audit Trail
Every card can be tapped to reveal the exact environmental signal values and scoring weights that placed it there.
Data Source Disclosure
Explicit badging for live, simulated, cached, or unavailable data ensuring 100% transparency for judges and users.
PWA & Capacitor Mobile
Progressive Web App support with native Android/iOS Capacitor configuration for mobile deployments.
Firebase Auth & Profiles
Secure Email/Password and Google authentication with seamless device-ID guest mode support.
TAILORED WEATHER INTELLIGENCE
Supported Personas
Deeply supported personas with dedicated rule sets, signal weighting, and specialized widgets.
Health-conscious
Prioritizes clean air quality, allergen guidance, and humidity alerts.
Key Widgets
- AQI dial
- UV index
- Pollen forecast
- Humidity alert
Fitness Enthusiast
Optimizes workout windows around solar hours, UV index, and heat alerts.
Key Widgets
- Best workout window
- Heat alert
- Rain & storm predictions
Beachgoer / Surfer
Monitors coastal swell, marine wind, wave heights, and tide cycles.
Key Widgets
- Tide chart
- Wave height
- Sea temp
- Swell direction
Traveler
Keeps tabs on multi-city itineraries, packing tips, and flight hazards.
Key Widgets
- Multi-city cards
- Flight weather risk
- Packing tips
Parent / Family
Focuses on school commute rain forecasts and severe storm warnings.
Key Widgets
- School commute rain alert
- Fog & storm warning
Farmer / Gardener
Agricultural metrics for soil moisture, frost hazards, and rainfall.
Key Widgets
- Soil moisture
- Frost alert
- Rainfall prediction
Commuter
Road transit visibility, fog tracking, and weather-driven traffic integration.
Key Widgets
- Visibility index
- Fog/storm traffic integration
Event Planner
Extended 10-day outlooks, precipitation likelihood, and optimal event windows.
Key Widgets
- 10-day forecast
- Rain probability
- Best timings
Ready to Experience Personalized Weather?
Set up your persona in seconds and see how the engine dynamically ranks environmental context cards.