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
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

Part 2 of our Nautilus Trader series: position sizing, market, limit and stop orders, the backtest settings that move results, and...
Rajandran R
15 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

New to Nautilus Trader? Learn its event-driven architecture, how orders fill in a backtest, and how to backtest an NSE strategy...
Rajandran R
16 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

A thin PyO3 wrapper is a small layer of Python-friendly code sitting on top of high-performance Rust functions, letting you call...
Rajandran R
3 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

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

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

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

How to Perform X Platform (Twitter) Sentiment Analysis Using Grok 3: A Step-by-Step Guide

Twitter (now X) has become a goldmine of real-time public opinion, making sentiment analysis an invaluable tool for businesses, investors, and...
Rajandran R
3 min read

Understanding AngelOne’s Tech Stack

AngelOne is one of India’s largest online stock brokerage firms. Behind its fast, reliable, and high-performance trading platform is a meticulously...
Rajandran R
5 min read

Who Provides Liquidity in India’s Stock Market Without Official Market Makers?

Market making plays a crucial role in ensuring liquidity and smooth trading operations in global financial markets. In many countries, official...
Rajandran R
2 min read

What is a Part-Time Research Analyst? Do’s, Don’ts, Eligibility, Fees & Limitations

SEBI has introduced new guidelines for Part-Time Research Analysts (RAs) through its circular dated January 8, 2025. These guidelines allow professionals...
Rajandran R
2 min read

Building Custom Tables in NinjaTrader 8: A Friendly Guide

If you’ve ever wished you could see all your favorite indicators, like price, RSI, ATR, and moving averages, organized neatly on...
Rajandran R
6 min read
Candlestick chart with a colourful floating dashboard table overlay, custom GFX tables in AmiBroker

Building Custom GFX Tables in AmiBroker

Sometimes, as traders, we want certain pieces of information, like indicators, price stats, or signals, to be displayed neatly on our...
Rajandran R
3 min read

State of the Gold – Is the Short Term Frenziness Comes to and End?

As of mid-February 2025, gold prices have experienced a remarkable ascent, nearing the significant $3,000 per ounce mark. This surge has...
Rajandran R
1 min read

How Trading Biases Sabotage Your Profits (And How to Fix Them)

Trading is a game of probabilities, not certainties. Yet, most traders unknowingly sabotage their own success due to deep-rooted cognitive biases...
Rajandran R
2 min read

How to Build AI Agents: Lessons from Anthropic

Artificial Intelligence (AI) agents are one of the hottest topics in the AI space right now. Companies are racing to build...
Rajandran R
2 min read

Unveiling FYERS 50 Market Depth: The Next Level of Market Transparency

When most brokers started offering Level 3 (20 Depth View) to traders, FYERS took it to the next level by introducing...
Rajandran R
2 min read

Building a LLM based Trading Agent from Scratch – Python Tutorial – Part 1

An agent is a computer program that acts on its own to perform tasks, make decisions, or solve problems, often on...
Rajandran R
5 min read

DHAN Full Market Depth: A Game-Changer for Indian Traders

Access to deep market insights can be a crucial advantage for traders. DHAN is revolutionizing the Indian trading landscape by introducing...
Rajandran R
2 min read