AI & Algorithmic Trading — Backtests, Strategies & News
Data-backed backtests, systematic strategies, and weekly AI-trading news—no hype, just results.
Most-read This Week
What the algorithmic trading community is analysing and debating right now.
Finance & Investing Personal Finance Risk Checklist for Indian Investors: Before You Increase Equity Exposure
The first risk in equity investing is not volatility. It is interruption. A strong portfolio needs time, cash-flow stability, and a household balance sheet that can survive difficult months without forcing a bad sell decision. That...
Backtest Supertrend Strategy Backtest
Supertrend strategy backtest on Nifty 50, Bank Nifty, Sensex, Maruti Suzuki, Power Grid and Trent, with variant comparison, ticker-wise results and drawdown.
Backtest Inside Bar Breakout Strategy Backtest
A weekly inside bar breakout strategy backtest on Nifty 50 and 7 large-cap stocks, with per-ticker win rates, profit factors, drawdowns, and chart examples.
Backtest EMA 10 20 Crossover Strategy on Indian Large Caps: Where It Worked Best
A daily EMA 10 20 crossover strategy backtest on Nifty 50 and 7 large-cap stocks, with per-ticker win rates, profit factors, drawdowns, and chart...
Latest News
Fresh market headlines and quick takes from the newsroom.
Latest News If Brent Holds Above $120 for 2 Weeks, Which Indian Sectors Reprice First?
A one-day crude spike can be ignored. Two weeks above $120 Brent is different. At that point, Indian markets stop treating oil as a headline and...
Latest News April’s Market Sprint Faces Macro Hurdles of $126 Oil and a Weakening Rupee
The Nifty's April rally, buoyed by unprecedented retail investor engagement, is now confronting significant macroeconomic challenges as oil...
Latest News Rupee’s Record Slide Signals RBI’s Return to Currency Defense as Macro Pressures Mount
The rupee's breach to a new low reflects a tightening global dollar cycle and oil pressures, forcing the...
Latest News Adani Enterprises Swings to Q4 Loss of ₹221 Crore as Costs Outpace 20% Revenue Growth
Adani Enterprises Ltd. swung to a consolidated net loss of ₹221 crore for the March quarter, a sharp...
Latest News Stocks to Watch Tomorrow in India if Global Gas Risk Cools
Stocks to watch tomorrow in India if global gas risk cools If global gas-risk premium softens overnight, Indian...
Latest News India Market Stress Playbook: Oil, Rupee, VIX, Gas and Banks
India Market Stress Playbook: Oil, Rupee, VIX, Gas and Banks This hub connects our recent India market coverage...
Latest Stock Wars
Stock-vs-stock comparisons on valuation, margins, technicals, and recent results.
Adani Power vs Jindal Steel & Power
Compare direct power exposure through Adani Power with steel-led power exposure through Jindal Steel & Power across valuation, margins, cash flow, technicals, and the latest quarter.
Adani Power leads 5 of 5 lenses
Asian Paints vs Berger Paints
Peer matchup across Specialty Chemicals, valuation, technical posture, profitability, and quarterly trend.
Berger Paints leads 4 of 5 lenses
HAL vs BEL
Peer matchup across Aerospace & Defense, valuation, technical posture, profitability, and quarterly trend.
HAL leads 4 of 5 lenses
Latest Research & Strategies
Fresh perspectives across AI, quant research, and systematic portfolios.
Backtest MACD Zero Line Strategy Backtest on Nifty 50 Stocks
A backtest of the MACD zero line strategy on Nifty 50, Reliance, HDFC Bank, and Infosys with chart examples, exit analysis, and...
Backtest 20 EMA Pullback Strategy Backtest on Nifty 50 Stocks
A backtest of the 20 EMA pullback strategy on Nifty 50, Reliance, HDFC Bank, and Infosys with real chart examples and a...
Finance & Investing Make in India Stocks Valuation: Theme vs Fundamentals Reality Check (2026)
The Make in India manufacturing story is real. The valuation story is where things get tricky. In parts of the capex basket,...
Finance & Investing India Power T&D Execution Bottlenecks: Investor Playbook (2026)
Quick take The india power t&d execution bottlenecks story is simple: the capex runway is large, but returns depend on execution quality,...
Finance & Investing India Capital Goods: How to Judge Order Book Quality (2026)
Quick take Order-book size is just a starting signal. Better stock outcomes usually come from three things: conversion quality, margin quality, and...
Finance & Investing Make in India 2.0 Playbook: How to Track India’s Manufacturing Capex Cycle as an Investor
Quick take This can become a multi-year theme, but returns will not be linear. Policy headlines are step one. Investors make money...
Sector Why Indian IT Stocks Are Really Falling: Beyond the AI Fear Story
The Indian IT sector is going through a sharp correction. While news headlines blame “AI fears,” a deeper look at the data...
Backtest We backtested Opening Range Breakout (ORB) Strategy: Check how it achieved 71.4% Winrate on Nifty
Between July 28 and October 31, 2025, we tested the opening range breakouts strategy popularly known as ORB on Nifty futures with...
Backtest Testing the 20/50 SMA Crossover Algo Strategy on Nifty 50
When you first learn about moving average crossovers, the concept seems almost too simple. Two lines on a chart. They cross. You...
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