Saywize
An AI-powered YouTube analytics platform for creators and brands, focused on audience sentiment and scalable growth insights.
Read as Markdown ↗2025
Founder & Software Developer
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About This Project
I built Saywize as a production AI analytics product that combines large-scale comment intelligence, performance tracking, and actionable growth recommendations for YouTube teams. The product earned two startup program awards through AWS Activate and Google Cloud for Startups, helping scale infrastructure with cloud credits.
Technologies
PythonFastAPIPostgreSQLRedisCeleryRabbitMQWebSocketGemini APIClerkNext.jsTypeScriptTailwind CSSDockerCoolifyCloudflareAWSGoogle CloudAgentic Coding
Key Features
●Built AI-powered YouTube comment analysis pipelines to extract sentiment and recurring audience patterns
●Delivered daily, weekly, and monthly channel performance analytics with actionable growth signals
●Implemented thumbnail and brand consistency checks to improve visual CTR performance
●Developed asynchronous processing with Celery and RabbitMQ for reliable long-running AI workloads
●Integrated real-time notification and status updates over Redis and WebSocket channels
●Implemented secure auth and identity flows with Clerk and Google OAuth
●Received 2 startup program awards: AWS Activate and Google Cloud for Startups
