CASE STUDY
FAIR PRICES (ন্যায্য মূল্য) — AI MARKET & GROCERY BUDGETING APP
AI-driven citizen grocery budgeting and market surveillance mobile application designed for Bangladesh. Combines real-time DAM (Department of Agricultural Marketing) government benchmark price sync with crowdsourced citizen market verification and Google Gemini AI smart grocery budgeting.
ROLE & CONTRIBUTION
Lead Engineer & Designer
YEAR & STATUS
2025–2026 • LIVE / ACTIVE
TECHNOLOGY STACK
ENGINEERING HIGHLIGHTS
Architectural decisions, features built, and commercial optimizations:
- ✓Flutter Native Mobile App & Web App
- ✓Google Gemini AI Smart Budgeting Engine
- ✓DAM Auto-Live Government Price Benchmark Sync
- ✓Citizen Market Monitoring Feed (নাগরিক ফোরাম)
- ✓Standalone Android APK Binary (v1.0.0 Release)
- ✓Bilingual (Bangla & English) + Dark/Light Mode
DELIVERABLES & OUTPUTS
THE CHALLENGE & PROBLEM
Shoppers and families in Bangladesh struggle with volatile commodity prices, syndicate price gouging, lack of transparent local bazaar rates, and budgeting challenges.
STRATEGY & IMPLEMENTATION
Engineered an intelligent cross-platform application that ingests official DAM price benchmarks, enables verified shoppers to report live prices with photo receipts, and harnesses Google Gemini API to auto-generate healthy, balanced grocery lists tailored to specific budgets and family sizes.
VERIFIED RESULTS & IMPACT
Full transparency across essential commodities (rice, onion, oil, vegetables, poultry), real-time price trend alerts, crowdsourced community protection against overpricing, and automated AI meal & budget planning.
COMMERCIAL VALUE DELIVERED
Engineered with high performance metrics, zero-dependency Liquid sections, mobile-first checkout ergonomics, and high conversion copy.