004 / AI
Startup-level menstrual intelligence platform.
{
"project_name": "LIORA",
"category": "Health Tech",
"description": "AI-powered menstrual tracking platform designed with privacy-first architecture and scalable mobile infrastructure",
"architecture": {
"type": "Mobile + Backend",
"design": "Offline-first with optional sync",
"scalability": "Startup level"
},
"features": [
"Cycle tracking",
"Prediction engine",
"Health analytics",
"Symptom logging",
"Privacy mode"
],
"technology": [
"Flutter",
"Firebase",
"Local Storage",
"Cloud Functions"
],
"ai_methods": [
"Pattern recognition",
"Prediction models",
"Health analytics"
],
"security": [
"Authentication",
"Local encryption",
"Secure database"
],
"future_scope": [
"Doctor integration",
"AI health assistant",
"Predictive insights"
]
}
Offline-First Peer-to-Peer Social Platform
{
"project_name": "SCREAM",
"creators": [
"Alwin Madhu",
"Nejin Bejoy"
],
"category": "Offline-First P2P Social Networking",
"origin": "College Minor Project (2024–2025)",
"evolution": {
"stage_1": "PHP/HTML Server Web Application (2024)",
"stage_2": "Architectural Research & P2P concepts (2025–Early 2026)",
"stage_3": "Mobile APK Development & Mesh Testing (Began May 2026)"
},
"description": "An ongoing open-source exploration of mobile computing, distributed systems, and offline-first architecture. Built to answer how people can continue to communicate when conventional Internet connectivity is unavailable.",
"architecture": "Mobile-First Peer-to-Peer Mesh (BLE & Wi-Fi Direct)",
"features": [
"Device-to-Device Mesh Relay",
"End-to-End Encrypted Messaging",
"Offline Microblogging & Feed Sync",
"Zero Central Server Dependency",
"Disaster & Outage Resilient"
],
"technology": [
"Kotlin",
"Android SDK",
"Bluetooth LE",
"Wi-Fi Direct",
"PHP / HTML / MySQL (v1 Web Prototype)"
]
}
Privacy-first health prediction system.
{
"project_name": "ROS Cycle",
"category": "Health Tech",
"description": "Privacy-first menstrual cycle tracking web application",
"architecture": "Frontend only",
"features": [
"Cycle tracking",
"Prediction engine",
"Offline usage"
],
"technology": [
"HTML",
"CSS",
"JavaScript"
],
"security": [
"No backend",
"Local storage only"
],
"future_scope": [
"AI predictions",
"Mobile version"
]
}
AI intelligence research architecture.
{
"project_name": "MegaMind",
"category": "AI Research",
"description": "AI intelligence experimentation system",
"features": [
"Knowledge architecture",
"Prompt engineering",
"AI reasoning"
],
"technology": [
"AI",
"LLM",
"Prompt Engineering"
],
"future_scope": [
"Autonomous AI",
"Research agent"
]
}