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Notable Projects

Scammy AI — fraudulent product detector using sentiment analysis

Algiers, Algeria

Concepts — Web scraping, NLP / sentiment analysis, microservices architecture (3-tier), REST API

PythonFlaskNLTKVADERScraperAPINext.jsNestJS
  • Designed an architecture of 3 independent services (Next.js frontend, NestJS backend, Flask/Python AI service).
  • Developed an Amazon scraping module using ScraperAPI to extract product reviews, ratings and images.
  • Implemented sentiment analysis with VADER (NLTK) to compute a composite score from customer reviews.
  • Built a REST API returning a verdict (reliable, suspicious or fraudulent product) with related statistics (review count, average rating, positive/negative keywords).

Code and Sens Platform — microservices backend system

Algiers, Algeria

Concepts — Microservices architecture, asynchronous messaging, multi-tenant management (training school and coworking space)

TypeScriptExpress.jsRabbitMQReact NativeExpo
  • Designed and developed a microservices backend communicating via RabbitMQ to manage the entire Code and Sens environment.
  • Developed a React Native/Expo mobile app to manage the coworking space.