Meal Assistant AI
Offline-First Mess Management, Daily Meal Rate Engine & Shared Expense Tracker
Role
Solo Mobile Architect & Developer
Platform
Android, iOS & Web
State Management
BLoC
Database & Cloud
Hive DB
Offline First
100%
Local Hive DB
Math Error Rate
0.0%
Automated ledger formulas
Play Store
Live
Active user installations
Rating
5.0 ★
Positive user feedback
Problem & Constraints
Handling complex fractional meal calculations with multi-member cost splits while guaranteeing 100% offline availability in areas with weak cellular connectivity.
Technical Implementation
Architected an offline-first storage engine using Hive NoSQL DB, syncing automatically with Firebase Firestore when an active connection is detected. Implemented immutable mathematical calculation pipelines.
Technical Highlights & Innovations
Automated mess meal rate and member deposit calculation engine
Offline-first sync using local Hive storage and Firebase Firestore
Interactive monthly calendar breakdown for daily meal logs
PDF balance sheet generator for monthly mess audits
Key Product Capabilities
Automated Meal Rate Engine
Calculates meal rates on-the-fly based on total grocery costs divided by overall consumed meals per member.
Monthly Audit Calendar
Interactive visual calendar showing breakfast, lunch, and dinner records with individual toggles.
Exportable Audit Reports
Generates formatted PDF summaries and monthly expense breakdowns for all mess members.
System Architecture & Data Flow
Hive local DB serves as the single source of truth for the UI, synced seamlessly with Firebase cloud backend.
UI Layer
Custom monthly calendar views, daily meal toggles, and financial summary cards.
Domain Logic
Meal rate formula calculations, expense allocation rules, and PDF generator.
Storage Layer
Hive Local Box DB with optimistic conflict resolution and Firebase Firestore.
Tech Stack & Dependencies
Mobile Framework
Local Database
State Management
Cloud & Sync
Document Export
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