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Cloud-Native AI-Powered Content Classification

Year

2025

Tech & Technique

Django, PostgreSQL, Redis, Celery, AWS ECS

Description

An intelligent private note application utilizing Facebook's BART-large-mnli model on Amazon SageMaker to automatically classify content sensitivity. The project showcases a robust cloud-native microservices architecture deployed on AWS ECS, utilizing Django, PostgreSQL, Redis, and Celery for asynchronous AI processing.

My Role

Architected the cloud-native infrastructure and integrated Facebook's BART-large-mnli model for classification. Developed asynchronous processing pipelines using Redis and Celery.

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