Community Management Platform
Society App
A React Native community management app with an LLM-based triage and drafting assistant for resident requests.
Problem
Housing societies needed a shared app for community management, with faster and more consistent responses to resident requests and issues.
Solution
Contributed to a React Native + Node.js + PostgreSQL app with Prisma ORM, containerized with Docker. Helped integrate a Groq LLM-based triage and drafting assistant, using Redis for caching and session state to keep responses consistent.
System Architecture & Data Pipeline
Full-Stack System: Cross-platform React Native mobile client connecting to a Dockerized Node.js/Prisma API, backed by Redis for session token caching and a Groq Llama 3 worker queue for resident issue triage.
Application Workflows & Mobile Screens
Interactive screen captures from the live application build.
Resident Home Dashboard
Overview of open complaints, due amounts, visitor counts, and quick action grid.
Emergency SOS Alert System
Instant emergency trigger dispatching live alerts to security guards, committee, and neighbors.
Complaints & Issue Tracking
Live tracking of open infrastructure complaints tagged by severity and flat location.
AI Auto-Prioritized Issue Selector
Category selector allowing residents to report issues with Groq AI automated priority classification.
Highlights
- Contributed to a React Native + Node.js + PostgreSQL community management app with Prisma ORM, containerized with Docker.
- Helped integrate a Groq LLM-based triage and drafting assistant with Redis-backed caching and session state.
- Team project, built as a contributor alongside other developers, not solo.
Impact
Contributed to a community management app with a working LLM-assisted triage/drafting flow and Redis-backed session handling, containerized for consistent deployment across environments.