Vibe Check: Next-Gen NLP Sentiment Analysis for Student FeedbackVibe Check: Next-Gen NLP Sentiment Analysis for Student Feedback
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Kaushlendra's avatar
Kaushlendra Pratap Singh
• Jul 3
Human expression is unstructured and chaotic. To solve this, I built Vibe Check—a distributed NLP Sentiment Analysis platform for student feedback.
🚀 The Tech Stack: • AI Engine: Cross-references data across Gemini, Groq, and Mistral. • Backend: FastAPI with Redis caching to cut LLM costs and MongoDB Atlas. • Frontend: Responsive React dashboard. • Cloud: Multi-cloud infrastructure across AWS, Azure, Render, and Vercel.
Scalability means building resilient systems that master human data at scale.
Repository 👇 🔗 https://lnkd.in/gG3fsMZu
Live Demo 👇 🔗 https://lnkd.in/guaCrgxR
#SystemDesign #CloudComputing #AWS #Azure #FastAPI #React #NLP #GenerativeAI #Redis #MongoDB #BackendEngineering
AI DevelopmentWeb DevelopmentAWSFastAPIReactAI Engineer
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