Insights

Writings on markets, trading & AI

The Upcoming Future

by Vikram Salunkhe

future trends opinion

A sector-by-sector look at where things are headed — from marketing and education to healthcare and governance — as people reject artificial complexity and return to what's real, simple, and human.

Is Linux Becoming Mainstream OS?

by Vikram Salunkhe

linux open-source ai

Linux desktop market share reached 4.7% globally in 2025 — a 70% increase from 2022 — driven by Windows 10 End of Life, AI agent adoption, and growing privacy concerns.

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.