What Do We Actually Know About FII Index Futures Shorts?

FII index futures short positions studied over ten years of participant-wise OI data: the record net short streak, long...
Rajandran R
8 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
Megaphone blasting fireworks beside a calm glowing lantern: why traders should avoid overhype

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
3D curved surface with tangent slope arrows illustrating partial derivatives for traders

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
Sealed envelope flying between two globes with rupee and dollar symbols: telegraphic transfer explained

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
Watercolor illustration of brass weights, compass and knotted ropes for Nautilus Trader position sizing and order types

Introduction to Nautilus Trader Part 2: Position Sizing, Order Types, Backtest Settings and Tearsheets

Nautilus Trader position sizing, order types, backtest settings and tearsheets compared on the same Keltner Channel strategy and SBIN data from...
Rajandran R
19 min read
Nautilus shell spiral made of connected modules showing event-driven trading architecture

Introduction to Nautilus Trader Part 1: Architecture and Event-Driven Backtesting with OpenAlgo

Nautilus Trader event-driven backtesting explained: its architecture, the order life cycle, and a Keltner Channel breakout backtest with OpenAlgo data.
Rajandran R
18 min read
Calculator with shield, coins and code brackets for a Python SPAN margin calculator tutorial

Python Tutorial on Span Margin Calculator using Marginism

Marginism is a Python library that removes that dependency completely. You give it the exchange's daily SPAN risk parameter file and...
Rajandran R
17 min read
Candlestick chart breaking out of an opening range box with target and stop lines: Python ORB visualizer

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
9 min read
Snake riding a gear-built rocket showing Rust speeding up Python code via PyO3

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

PyO3 for traders: how Rust makes Python faster, a tested rolling z-score example built with maturin, real speedup numbers and when...
Rajandran R
6 min read
Compact desktop computer with a terminal window and coffee mug: setting up Python 3.14 on a Mac Mini

Setting Up a New Mac Mini with Python 3.14 using Homebrew

Mac Mini Python 3.14 setup with Homebrew, step by step: PATH fixes, the externally-managed-environment error, TA-Lib in a venv and the...
Rajandran R
6 min read
Circular event loop carrying event cards around a price chart for event driven backtesting

Event Driven Backtesting and Event Loops for Traders

Event driven backtesting explained: how an event loop processes market, signal, order and fill events, a Python example, and when to...
Rajandran R
9 min read
Candlestick chart with structure-break arrows and a teal fair value gap zone: Smart Money Concepts in Python

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

A smart money concepts Python tutorial that detects Break of Structure, Change of Character and Fair Value Gaps, plotted on Reliance...
Rajandran R
17 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

Fix look-ahead bias in Amibroker: why buying at the signal close inflates backtests and how to enter at the...
Rajandran R
4 min read

AmiBroker 7.00 BETA Is Now an AI-Powered Coding Assistant

AmiBroker 7.00 adds an AI code assistant to the AFL Editor that uses OpenAI, Gemini or local LLMs to...
Rajandran R
3 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

Learn what POC migration means: how the point of control moves within a session and from day to day,...
Rajandran R
4 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)

What the point of control (POC) and prominent POC mean in Market Profile, how POC migration works and how...
Rajandran R
7 min read

How to Draw Gap Zones in TradingView Pine Script

Draw gap zones in Pine Script v6 automatically and track whether each gap gets filled, using box objects and...
Rajandran R
10 min read

The 10-Point Trend Ignition System – Tradingview Pinescript code

The 10-point trend ignition system for TradingView: Pine Script v6 code that scores 10 non-repainting daily signals to catch...
Rajandran R
16 min read

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

Free RRG indicator for TradingView in Pine Script v6, built with Claude Sonnet 4.5: how to use it, read...
Rajandran R
18 min read

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

OpenAlgo Charts is a free, open source charting engine and trading terminal under Apache-2.0 that traders and brokers can...
Rajandran R
6 min read

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

How I got an ACT Broadband static IP for ₹350 a month to meet SEBI's algo trading rule, verified...
Rajandran R
8 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

Key Announcements and Measures from SEBI to Curb Extreme Speculation in F&O Derivative Trading

The Securities and Exchange Board of India (SEBI) has introduced a series of regulatory measures aimed at curbing excessive speculation in...
Rajandran R
4 min read

Impact of Revised Transaction Charges and STT on Traders (Effective October 1, 2024)

In a significant regulatory overhaul, both the National Stock Exchange (NSE) and the Bombay Stock Exchange (BSE) have revised their transaction...
Rajandran R
2 min read

The Psychology Behind Market Manipulation: How Smart Money Operates

Market manipulation is often a misunderstood phenomenon among retail traders, who are often left puzzled by sudden market movements that defy...
Rajandran R
3 min read

The Last Leg of the Bull Market Rally for 2024

As we approach October 2024, several key indicators suggest that the long-standing bull market may be nearing its end. The Nifty...
Rajandran R
2 min read

Understanding Slippage and Its Impact on Trading Strategy Performance

In trading, one often overlooked yet crucial factor is slippage. Slippage refers to the difference between the expected price of a...
Rajandran R
3 min read

Mastering the Trading Design Process: A Step-by-Step Approach

When it comes to creating a successful trading strategy, a well-structured design process is crucial. Whether you're a novice trader or...
Rajandran R
3 min read

Introduction to Backtrader – Creating your First Trading Strategy – Python Trading Tutorial

A Backtrader Python tutorial: install the library, pull EOD data with yfinance and backtest an EMA crossover on Reliance, plus an...
Rajandran R
8 min read

Why the Valuation of Nifty 500 in 2024 is Overvalued?

In 2024, the Indian stock market, particularly the Nifty 500 Index , has garnered significant attention from investors globally.
Rajandran R
2 min read
V-shaped straddle payoff line beside a compact options dashboard panel with gauges

Simple Option Straddle Dashboard – Tradingview Pinescript v5

In this blog post, we’ll walk through creating a Simple Option Straddle Dashboard using TradingView’s Pine Script v5. This dashboard will...
Rajandran R
3 min read

Is This FED Rate Cut Earth Shattering?

The U.S. Federal Reserve is set to announce a pivotal monetary policy decision on September 18, 2024, at 11:30 a.m. IST,...
Rajandran R
2 min read

Long-Term Auctions vs. Intermediate-Term Auctions in Market Profile

In Market Profile analysis, both long-term and intermediate-term auctions help traders identify market trends, though they represent different timeframes and scales...
Rajandran R
5 min read

Fisher Transform – Amibroker AFL Code

The Fisher Transform is a technical analysis indicator developed by John F. Ehlers, designed to identify potential turning points in the...
Rajandran R
2 min read