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.
Trending Stocks This PSU Stock Jumped 32% in a Week. Here’s Why NIACL Shares Are Rallying
The New India Assurance Company, or NIACL, suddenly became one of the hottest PSU stocks in the market last week. NIACL shares ended June 19 at ₹202.31 after gaining roughly 32% during the week. The stock...
Stocks in focus Best Nuclear Energy Stocks in India to Watch in 2026
India’s Nuclear Energy Moment Has Arrived For many years, nuclear energy was not a popular stock market theme in India. Investors spoke more about...
Finance & Investing India’s Crude Sensitivity Ladder: 10 Stocks to Watch if Brent Holds Above $120
If Brent holds above $120, Indian equities are unlikely to react in one wave. This crude sensitivity ladder ranks 10 stocks to watch by...
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...
Latest News
Fresh market headlines and quick takes from the newsroom.
Latest News Reliance AGM 2026 Highlights: Jio IPO, AI and New Energy Plans Explained
Reliance Industries’ annual general meetings usually come with big announcements. The 2026 AGM was no different. But beneath the new products, ambitious targets and futuristic plans,...
Latest News SEBI’s Commodity Plan Just Lost Its Institutional Anchor. What It Means for MCX
SEBI wanted banks, insurers, and eventually pension funds to deepen India's commodity derivatives market. RBI and IRDAI are...
Latest News India’s Data Center Power Trade: Which Stocks Benefit First if AI Infra Spending Accelerates?
India's AI buildout may look like a software story, but the first listed winners could emerge from transformers,...
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...
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 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 4 of 5 lenses
Asian Paints vs Berger Paints
Peer matchup across Specialty Chemicals, valuation, technical posture, profitability, and quarterly trend.
Berger Paints leads 3 of 5 lenses
HAL vs BEL
Peer matchup across Aerospace & Defense, valuation, technical posture, profitability, and quarterly trend.
HAL leads 3 of 5 lenses
Latest Research & Strategies
Fresh perspectives across AI, quant research, and systematic portfolios.
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...
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,...
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...
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