Insights

Writings on markets, trading & AI

Why KAMA Beats SMA for Trend Following

by Vikram Salunkhe

trading technical-analysis kama

Kaufman's Adaptive Moving Average adjusts its speed based on market noise — making it far more reliable than a simple moving average for identifying genuine trends in volatile markets.

Building a Market Sentiment Index with Python

by Vikram Salunkhe

python sentiment trading

A practical walkthrough of scanning an entire stock universe for bullish and bearish signals, then distilling those into a single daily number that reflects overall market health.

The Role of AI in Modern Stock Screening

by Vikram Salunkhe

ai machine-learning screener

Traditional screeners filter by static rules. AI-powered screeners learn from patterns across price action, volume, and indicators — surfacing setups that rigid filters would miss.