What Do We Actually Know About FII Index Futures Shorts?

FIIs have been net short Nifty futures for 333 straight sessions and traders are nervous. Here is what the...
Rajandran R
5 min read

NIFTY Market Profile Outlook: Sellers Remain in Control, but the Auction Is Approaching an Important Decision Zone

NIFTY Futures remains in a seller-controlled auction, with Market Profile showing lower value development and dominant short-term sellers around...
Rajandran R
6 min read

Market Profile and Slow-Rising Markets: How to Trade a Grinding Rally

Learn how market profile explains slow-rising markets, rising value, poor highs, falling India VIX, and short covering in the...
Rajandran R
7 min read

Nifty Market Profile Outlook: Failed Auction at 24050 Keeps the Upside Magnet Alive

Nifty has been in a short-term downtrend since 29th May, led by strong institutional selling and a failed auction...
Rajandran R
3 min read

Why Overhype Gets Attention and Why You Should Avoid It

Social media rewards fear, urgency, outrage, and exaggerated promises because emotion drives engagement. But overhype may win attention today while slowly...
Rajandran R
3 min read

Why Every Trader Should Learn Partial Derivatives

Partial derivatives are the foundation of modern options trading, quantitative finance, and algorithmic trading. Learn how concepts like Delta, Gamma, Theta,...
Rajandran R
3 min read

Understanding Telegraphic Transfer for International Investments

If you have ever invested in global stocks through platforms like INDmoney, Vested Finance, Stockal, or Fi Money, you may have...
Rajandran R
2 min read

Building a Simple ORB Strategy Visualization with Stop Loss and Target Using OpenAlgo – Python Tutorial

Build a Python ORB strategy visualizer with OpenAlgo: fetch 1-minute data, compute opening range levels, add stop loss and target logic,...
Rajandran R
11 min read

What Traders Should Know About PyO3: When Rust Makes Your Python Faster

What is a thin PyO3 wrapper? A thin PyO3 wrapper is a small layer of Python-friendly code sitting on top of...
Rajandran R
3 min read

Setting Up a New Mac Mini with Python 3.14 using Homebrew

Learn how to set up a new Mac Mini for Python development using Homebrew. This step-by-step guide covers installing Python 3.14,...
Rajandran R
3 min read

Event Driven Backtesting and Event Loops for Traders

Event driven backtesting simulates trading the way markets actually work. Instead of calculating everything at once, it processes events step by...
Rajandran R
2 min read

Smart Money Concepts (SMC) Structures and FVG – A Python Tutorial

Smart Money Concepts (SMC) is one of the most widely discussed price action frameworks in modern trading. Unlike traditional technical analysis...
Rajandran R
14 min read

If Python Is Slow, Why Do Hedge Funds, Quant Firms, and Prop Trading Desks Still Use It?

Python is often criticized for being slow, yet it remains one of the most widely used languages inside hedge funds, quantitative...
Rajandran R
3 min read

[Free Python Course] – Learn Python Faster for Trading and Investing Using AI

This four-part live webinar series teaches Python in a practical, market-focused way. Instead of treating coding as a separate subject, Python is introduced...
Rajandran R
1 min read

NIFTY 50 Rolling CAGR Heatmap – Python Code

Are your equity investments actually beating Fixed Deposits? Most retail investors park their money in Fixed Deposits earning 6-7% annually, assuming...
Rajandran R
6 min read

Gradient-Colored Trend Filter (2-Pole) for AmiBroker

The Gradient Colored Trend Filter (2-Pole) brings BigBeluga’s trend-smoothing concept to AmiBroker, giving traders a clear and intuitive way...
Rajandran R
5 min read

How to View Screener Fundamentals Directly Inside Amibroker

Most traders depend on charts to make decisions, but a quick look at fundamentals often shapes the final conviction....
Rajandran R
4 min read

What Is Look-Ahead Bias – Amibroker Tutorial

When you backtest a trading strategy, it’s tempting to use the closing price to make decisions. But doing that can...
Rajandran R
1 min read

AmiBroker 7.00 BETA Is Now an AI-Powered Coding Assistant

AmiBroker 7.00.0 BETA introduces a notable shift in how traders can work with AFL (AmiBroker Formula Language), thanks to...
Rajandran R
1 min read

Why Exact Reference Levels Can Reveal Short-Term Traders – Market Profile Tutorial

Exact reference levels can reveal more than simple support or resistance. By observing how price reacts around previous highs,...
Rajandran R
7 min read

What Does POC Migration Mean? – Market Profile Tutorial

The Point of Control is the price at which the most trading activity has taken place during a session,...
Rajandran R
2 min read

Short in the Hole & Late Momentum Trading: How Nifty Trapped the Bears Twice

On both 5th and 6th May, Nifty short-term traders pressed the sell side aggressively in the morning, only to...
Rajandran R
5 min read

Understanding Point of Control (POC) and Prominent Point of Control (PPOC)

The Point of Control (POC) is the fairest price at which business is being conducted. But what happens when...
Rajandran R
4 min read

How to Draw Gap Zones in TradingView Pine Script

Gaps are one of the cleanest visual signals in price action. A gap forms when today's price range does...
Rajandran R
7 min read

The 10-Point Trend Ignition System – Tradingview Pinescript code

A 10-point tradingview pinescript trend ignition system that catches market momentum before conventional indicators do. Uses statistical anomaly detection,...
Rajandran R
12 min read

Building an RRG Clone: A Real-World Test of Claude Sonnet 4.5’s Coding Capabilities

I recently challenged Claude Sonnet 4.5, Anthropic's most advanced model for coding and real-world agents, with what seemed like...
Rajandran R
15 min read

OpenAlgo Charts: Open Source Charting Platform and Trading Terminal You Can Build On

OpenAlgo Charts is a free and open source charting engine and trading terminal with 102 indicators, 85 drawing tools,...
Rajandran R
4 min read

How I Got a Static IP from ACT Broadband for SEBI Compliance to run Algo Trading Systems

If you are an algo trading user trying to adapt to SEBI’s static IP requirement, getting a static IP...
Rajandran R
5 min read

We Built OpenAlgo for 2 Years. Today It Crossed 100,000 Downloads.

We spent two years building OpenAlgo as an open source, self hostable algorithmic trading infrastructure. Today it has crossed...
Rajandran R
2 min read

All Stories

First Order and Second Order Option Greeks in Tradingview Pinescript Code

The provided Tradingview Pine Script™ code is an Options Greeks Calculator tailored for use on the TradingView platform. It provides real-time...
Rajandran R
10 min read

Why Your Stop-Loss Orders Are Secret But Still Getting Hunted?

When trading in the markets, two critical concepts often come into play: the Order Book and the Stop-Loss Book. Understanding the...
Rajandran R
3 min read

Tradingview Pinescript – Real-Time Option Greeks with Implied Volatility Using Claude Sonnet 3.5 (Newer Model)

Converting an existing Option Greeks model from Amibroker AFL to TradingView Pinescript was an ambitious project, one that involved dealing with...
Rajandran R
8 min read

Enhancing Algo Trading Development with Amazon AWS Bedrock & Cline – VS Code Extension

With tools like Amazon AWS Bedrock and the Cline VS Code extension (using the Claude Sonnet 3.5 model), traders can streamline...
Rajandran R
3 min read

Storing WebSocket Stock Market Tick Data in ClickHouse using Python

Real-time market data is essential for traders and investors making informed decisions. This guide will walk you through the process of...
Rajandran R
15 min read

Introducing OpenChart: A Python Library for NSE and NFO Historical Data

Financial data analysis is crucial for traders, investors, and analysts who need to make informed decisions based on historical market trends....
Rajandran R
2 min read

Using Stacked Imbalances to Identify Key Market Reversals – Orderflow Tutorial

In trading, identifying precise entry and exit points is a critical skill. One of the most effective tools for doing this...
Rajandran R
1 min read

A Detailed Look at Upstox’s TBT Engine: Revolutionizing Retail Trading

In this blog, we’ll explore the Tick-by-Tick (TBT) Engine introduced by Upstox, a major upgrade for retail traders seeking more accurate...
Rajandran R
2 min read

Reasons Why you should not be using ChatGPT for Backtesting

With the rise of AI language models like ChatGPT, some traders might be tempted to use these tools for backtesting. While...
Rajandran R
3 min read

Understanding Market Maker Moves During Big Announcements: A Guide for Short Term Traders

Have you ever noticed how the stock market seems to get a bit chaotic around major announcements like central bank policy...
Rajandran R
3 min read

Building a Stock Market Assistant using Swarm Multi-Agent Systems

Curious about multi-agent AI systems but unsure where to start? This tutorial will guide you through creating a basic multi-agent stock...
Rajandran R
5 min read

Python’s Secret Sauce: Why Speed Isn’t Everything in Programming

Python is an enigma in the programming world. It has become one of the most popular programming languages, embraced by tech...
Rajandran R
5 min read