Apps

Explore side projects and small products built alongside the blog.

Screenshot of The Knowledge Drip

The Knowledge Drip

The Knowledge Drip is an AI-driven knowledge delivery platform that fetches, filters, and classifies strong articles using semantic search, transformer embeddings, and hybrid ranking. It then delivers curated insights over SMS based on user preferences.

Built with FastAPI, Supabase, and Next.js, it demonstrates an end-to-end system spanning content ingestion, machine learning classification, personalization, authentication, and live Twilio notifications.

  • Open the live demo.
  • Sign up with a verified phone number through OTP.
  • Choose preferred genres and delivery frequency.
  • The content pipeline fetches and ranks new articles for you.
  • Rate results to improve future recommendations.

Tech Stack Overview

NLP Machine Learning Semantic Search Transformer Embeddings Hybrid Ranking Supabase FastAPI Next.js Twilio Docker Microservices Recommendation Systems Cloud Deployment
Live Demo Article GitHub

Note for recruiters and hiring teams: The GitHub repository is public, but the deployed backend is paused at times to keep costs down. The frontend demo remains available.