HealthRAG
RAG system I built for a friend to manage 870 medical documents. Telegram bot + AI extracts and structures data from 10+ years of medical history.
30 minutes → 3 seconds
Personal AI experiments and tools
RAG system I built for a friend to manage 870 medical documents. Telegram bot + AI extracts and structures data from 10+ years of medical history.
30 minutes → 3 seconds
AI-powered self-discovery assistant that creates personalized follow-up questions based on your answers. 1,513 curated questions across 17 programs.
$100/session → $25/month
4 digitized textbooks, vector-based error tracking, unlimited personalized practice. AI notices patterns in your mistakes and generates targeted exercises.
$240/month → $4/month
Rule-based writing analyzer that teaches through your mistakes. Transparent feedback grounded in professional books/courses. 18 rule categories from 10+ books.
85% accuracy, 18 rule categories
Parses Telegram channels, learns from your ratings, and filters out 95% of noise. 2 hours of scrolling → 15 minutes of curated reading.
2 hours → 15 minutes (88% saved)
Speak thoughts into Telegram, AI transcribes, categorizes, and organizes into Notion with tags and metadata. Zero manual processing.
10 hours/week saved
Save YouTube links to Notion, wake up to readable transcripts. Extract knowledge 5x faster through reading than watching.
1 hour → 12 minutes (5x faster)