Insights & Tutorials
AI/ML Blog
Real projects, explained simply — from chest X-ray AI to predicting company bankruptcies.
How I Built an AI That Reads Any Document and Answers Your Questions
Most AI chatbots only know what they were trained on. This one reads YOUR files. Here is how RAG works — explained with visuals simple enough for a 10-year-old.
How AI Can Read a Chest X-Ray and Detect Pneumonia
Doctors in many parts of the world do not have enough radiologists to read every X-ray. This AI does it in under 200ms with 86% accuracy. Here is how transfer learning makes that possible.
Can AI Predict a Company Will Go Bankrupt Before It Happens?
Banks and investors lose billions when companies collapse without warning. I built an AI early-warning system with 93.67% AUC accuracy using ensemble stacking — here is how it works.
How AI Can Hear Your Emotions: Building a Speech Emotion Detector
Your voice carries more information than your words. Pitch, speed, pauses — they all signal how you feel. I built an AI that listens to raw audio and classifies emotions with 85–92% accuracy.
How I Ranked Top 0.5% on Kaggle: Predicting Human Personality with AI
4,329 teams. One goal: predict introvert vs extrovert from 8 behavioural features. Here is the exact playbook that got me to rank 21 — external dataset merging, GradientBoosting, and 97.27% accuracy explained from scratch.