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Book-o-Clock
2026-03-20
Full-stack Developer

Featured Creation

Book-o-Clock

An AI-powered book discovery platform that helps users find their next read through personalized recommendations, mood-based exploration, and intelligent insights. Built with React, TypeScript, FastAPI, and Supabase, the app combines recommendation algorithms, dynamic UI, authentication, and real-time user interactions into a full-stack product.

Book-o-Clock
Project Preview

Key Outcomes

Project Highlights

  • Built an AI-powered recommendation system using TF-IDF and cosine similarity.

  • Designed a Netflix-style UI with smooth animations and interactive book modals.

  • Implemented personalized features like library management and reading progress tracking.

  • Added smart suggestions, autocomplete search, and mood-based discovery.

  • Integrated full authentication and database using Supabase with production deployment.

Build Process

Challenges Solved

  • Optimizing recommendation logic to avoid heavy memory usage on deployment.
  • Handling CORS, API integration, and deployment across Vercel and Render.
  • Managing real-time UI updates while keeping performance smooth.
  • Dealing with email rate limits and setting up custom SMTP for authentication.

Interface Tour

Visual Showcase

Book-o-Clock Screenshot 1
Book-o-Clock Screenshot 2

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