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Morphood

Full-stack AI recipe platform — React app, FastAPI backend, and serverless DevOps

Live Demo
Morphood hero

Overview

Overview

Morphood is an AI-powered recipe and meal planning platform featuring dynamic scrapers, personalised recommendations, and a voice-guided cooking assistant deployed on serverless AWS infrastructure.

Technical Approach

Recipe data is scraped from 20+ sources and indexed in Elasticsearch for fast search. A CoquiTTS-powered voice assistant runs on AWS Lambda to guide users step-by-step through recipes. Personalised meal plans use collaborative filtering over user preference data stored in PostgreSQL.

Key Highlights

  • Voice-guided cooking assistant using CoquiTTS on AWS Lambda
  • Dynamic scrapers ingesting recipe data from 20+ sources into Elasticsearch
  • Personalised meal plan recommendations using collaborative filtering

Tech Stack

PythonFastAPIElasticsearchAWS LambdaCoquiTTSPostgreSQLReactNext.jsDocker

Team

Shahbaz Raza

Shahbaz Raza

backend

Timeline

Started
2023-06
Completed
2024-01
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