Apps
Explore side projects and small products built alongside the blog.
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
Knowledge Graph
Hybrid Ranking
Supabase
FastAPI
Next.js
Twilio
Docker
Microservices
Recommendation Systems
Cloud Deployment