Work / 2025 · Markets

NSE Signal Pro

AI-powered technical analysis

Real-time analysis on 1000+ NSE stocks. RSI, MACD, Bollinger Bands calculated live. AI advisor gives buy/sell signals with confidence scores.

Source on GitHub

NSE Signal Pro: Today. The indices, your watchlist with each stock's signal, and a closing read on the day.

7Indicators

6Screener Presets

Multi-LLMAI Models

Live web toolStatus

The problem

Retail investors in India lack access to real-time technical analysis tools. Most platforms are either too expensive or too complex for non-professionals.

How I built it

Built a web-based tool that runs real-time technical analysis on NIFTY 50 stocks. Seven indicators calculated live, six screener presets, news sentiment from 3 sources, and an AI advisor that explains signals in plain English. Now live at 4ugusta.dev/tools/stocks.

PythonStreamlit

The hard parts

Regime-adaptive indicator weights: detecting trending vs sideways markets
Signal agreement algorithm: weighting 7 conflicting indicators into one recommendation
AI advisor that explains 'why' behind each signal with entry, target, and stop loss
News sentiment aggregation from 3 sources (Google News, MoneyControl, Economic Times)