Mobile App Development

FoodieFinder - Restaurant Guide

A location-based restaurant discovery app with social features and AI recommendations.

Foodie Ventures

July 2023

6 months

FoodieFinder - Restaurant Guide - Image 1

Project Overview

This award-winning app helps food enthusiasts discover hidden culinary gems using augmented reality navigation and personalized recommendations. Features include user-generated reviews, menu scanning, reservation booking, and a social feed for food sharing. The AI engine learns user preferences to suggest perfect dining spots and handles dietary restrictions intelligently.

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Challenges

Accurate menu parsing from poorly structured PDFs/websites
Handling 500+ concurrent AR navigation sessions
Personalizing recommendations without compromising privacy
Managing restaurant partnerships at scale

Solutions

Built hybrid OCR/NLP pipeline with human-in-the-loop verification
Optimized ARCore/ARKit implementations with LOD scaling
Developed federated learning system for on-device preference modeling
Created self-service portal for restaurant owners with analytics

Technologies Used

Flutter

Firebase

Google Maps API

TensorFlow Lite

GraphQL

"The app became the go-to dining guide in our city within months. Users love the intelligent recommendations and restaurant owners appreciate the increased visibility."

Carlos Mendez

Founder, Foodie Ventures

Project Details

Client

Foodie Ventures

Duration

6 months

Team Size

7 developers

Budget

$85,000

Completion

July 2023

Key Features

AR Navigation

AI Recommendations

Menu Scanning

Reservation Booking

Social Food Feed

Dietary Filters

Offline Mode

Achievements

500,000+ downloads

4.9/5 App Store rating

Featured by Apple

Partnership with 5,000+ restaurants

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