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shakti tiwari

Nifty Option Trader, Research Analyst & XGBoost Expert — daily NSE India research. Trader & Entrepreneur.

Location India Joined Joined on  Personal website https://optiontradingwithai.in
AI Options Trading on the ASX 200 — Architecture, Greeks, and a pandas Backtest
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AI Options Trading on the ASX 200 — Architecture, Greeks, and a pandas Backtest

#ai #options #trading #python
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6 min read
Trading de Opções com IA no Ibovespa — arquitetura, Greeks e backtest em pandas
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Trading de Opções com IA no Ibovespa — arquitetura, Greeks e backtest em pandas

#ai #options #trading #python
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5 min read
AI Options Trading on the TSX 60 — Architecture, Greeks, and a pandas Backtest
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AI Options Trading on the TSX 60 — Architecture, Greeks, and a pandas Backtest

#ai #options #trading #python
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6 min read
AI Options Trading on the FTSE 100 — Architecture, Greeks, and a pandas Backtest
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AI Options Trading on the FTSE 100 — Architecture, Greeks, and a pandas Backtest

#ai #options #trading #python
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6 min read
Trading d'options avec l'IA sur le CAC 40 — architecture, Greeks et backtest pandas
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Trading d'options avec l'IA sur le CAC 40 — architecture, Greeks et backtest pandas

#ai #options #trading #python
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6 min read
AI Options Trading on the Nikkei 225 — Architecture, Greeks, and a pandas Backtest
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AI Options Trading on the Nikkei 225 — Architecture, Greeks, and a pandas Backtest

#ai #options #trading #python
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7 min read
KI-gestützter Optionenhandel auf den DAX 40 — Architektur, Greeks und Backtest (Python)
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KI-gestützter Optionenhandel auf den DAX 40 — Architektur, Greeks und Backtest (Python)

#ai #options #trading #python
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6 min read
How to Build an AI Options Trading Bot for the S&P 500 (Real Python, Greeks, Backtest)
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How to Build an AI Options Trading Bot for the S&P 500 (Real Python, Greeks, Backtest)

#ai #options #trading #python
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7 min read
Paper Trading vs Live: Why Your Beautiful Backtest Dies in Production (The Simulation Gap)
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Paper Trading vs Live: Why Your Beautiful Backtest Dies in Production (The Simulation Gap)

#python #trading #backtesting #quant
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14 min read
Risk Parity for Options Books: Beyond 1% Rule
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Risk Parity for Options Books: Beyond 1% Rule

#python #machinelearning #trading #options
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8 min read
ML Feature Store Versioning: Reproducible Quants
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ML Feature Store Versioning: Reproducible Quants

#python #machinelearning #trading #options
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8 min read
Volatility Surface Basics: Term Structure Explained
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Volatility Surface Basics: Term Structure Explained

#python #machinelearning #trading #options
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8 min read
Theta Harvesting: Collecting Decay Without Getting Burned
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Theta Harvesting: Collecting Decay Without Getting Burned

#python #machinelearning #trading #options
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8 min read
Options Liquidity: Bid-Ask Spread as an Edge Killer
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Options Liquidity: Bid-Ask Spread as an Edge Killer

#python #machinelearning #trading #options
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8 min read
Gamma Scalping Intuition: What Delta Hedging Actually Costs
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Gamma Scalping Intuition: What Delta Hedging Actually Costs

#python #machinelearning #trading #options
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8 min read
WebSocket Reconnection: Exactly-Once Semantics in Practice
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WebSocket Reconnection: Exactly-Once Semantics in Practice

#python #machinelearning #trading #options
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8 min read
Risk Management for Option Sellers: Position Sizing Math
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Risk Management for Option Sellers: Position Sizing Math

#python #machinelearning #trading #options
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8 min read
XGBoost vs LightGBM for Options: When to Use Which
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XGBoost vs LightGBM for Options: When to Use Which

#python #machinelearning #trading #options
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8 min read
Feature Store Design for Tick Data: Idempotent Ingestion
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Feature Store Design for Tick Data: Idempotent Ingestion

#python #machinelearning #trading #options
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8 min read
Backtesting Pitfalls in Options: 7 Ways You Lie to Yourself
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Backtesting Pitfalls in Options: 7 Ways You Lie to Yourself

#python #machinelearning #trading #options
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8 min read
What Is the Nifty 50 — A Structural Explainer (No Hype, No Fake Numbers)
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What Is the Nifty 50 — A Structural Explainer (No Hype, No Fake Numbers)

#nifty #indices #nse #beginners
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8 min read
XGBoost Feature Engineering for Nifty Options — A Leakage-Free Pipeline with Real Code
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XGBoost Feature Engineering for Nifty Options — A Leakage-Free Pipeline with Real Code

#xgboost #options #nifty #machinelearning
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8 min read
Interactive Tools for Nifty Options Traders (Free, No Signup)
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Interactive Tools for Nifty Options Traders (Free, No Signup)

#trading #nifty #ai #options
5
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9 min read
AI Trading Myth-Buster: 5 Things ML Will NOT Do For Your Nifty Options
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AI Trading Myth-Buster: 5 Things ML Will NOT Do For Your Nifty Options

#trading #nifty #ai #options
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9 min read
Nifty Options Data Pipeline: From WebSocket Tick to Clean Feature Store
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Nifty Options Data Pipeline: From WebSocket Tick to Clean Feature Store

#trading #nifty #ai #machinelearning
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9 min read
Nifty Options + XGBoost: A Leakage-Free ML Pipeline (No Overfitting, No Promises)
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Nifty Options + XGBoost: A Leakage-Free ML Pipeline (No Overfitting, No Promises)

#trading #nifty #options #ai
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9 min read
How to make a WebSocket market-data collector idempotent after reconnects
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How to make a WebSocket market-data collector idempotent after reconnects

#trading #nifty #ai #machinelearning
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9 min read
owned AGS Health IPO — Everything You Need to Know | Shakti Tiwari
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owned AGS Health IPO — Everything You Need to Know | Shakti Tiwari

#nse #stocks #india #investing
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2 min read
Information Theory in AI — Entropy, KL Divergence & Why Cross-Entropy Is the Default Loss
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Information Theory in AI — Entropy, KL Divergence & Why Cross-Entropy Is the Default Loss

#ai #machinelearning #informationtheory #entropy
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8 min read
Optimization in AI — SGD, Adam & Why Your Learning Rate Is Secretly Betraying You
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Optimization in AI — SGD, Adam & Why Your Learning Rate Is Secretly Betraying You

#ai #machinelearning #optimization #xgboost
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8 min read
Top Hugging Face Models for Stock Market & Trading (2026) — With a NIFTY Pipeline
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Top Hugging Face Models for Stock Market & Trading (2026) — With a NIFTY Pipeline

#huggingface #trading #nifty #ai
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5 min read
Probability & Statistics in AI — How Models Express Uncertainty (and Why Traders Need It)
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Probability & Statistics in AI — How Models Express Uncertainty (and Why Traders Need It)

#ai #machinelearning #probability #statistics
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8 min read
Linear Algebra in AI — Vectors, Matrices & Why Tensors Are Just Fancy Spreadsheets
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Linear Algebra in AI — Vectors, Matrices & Why Tensors Are Just Fancy Spreadsheets

#ai #machinelearning #linearalgebra #xgboost
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8 min read
AI Components — A Trader's Guide to How AI Actually Works (Series Index)
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AI Components — A Trader's Guide to How AI Actually Works (Series Index)

#ai #machinelearning #aicomponents #xgboost
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3 min read
Calculus in AI — What It Actually Does (Gradients, Backprop & Why Your Model Learns)
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Calculus in AI — What It Actually Does (Gradients, Backprop & Why Your Model Learns)

#ai #machinelearning #calculus #xgboost
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8 min read
Nifty 50 Anomaly Scan 2026-08-11 | Top Stocks by News Sentiment & Weighted Score — Shakti Tiwari
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Nifty 50 Anomaly Scan 2026-08-11 | Top Stocks by News Sentiment & Weighted Score — Shakti Tiwari

#nse #stocks #trading #ai
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3 min read
Covered Call Strategy Nifty: Covered Call Python, Yield, When to Use and India Context
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Covered Call Strategy Nifty: Covered Call Python, Yield, When to Use and India Context

#nifty #options #trading #india
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12 min read
Put Writing Cash-Secured Nifty: CSP Strategy, Python, Risk and Why It Beats Buying
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Put Writing Cash-Secured Nifty: CSP Strategy, Python, Risk and Why It Beats Buying

#nifty #options #trading #india
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13 min read
Options Selling Theta Harvesting Guide Nifty: Wheel, PUT Writing, CE Selling and Python Backtest
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Options Selling Theta Harvesting Guide Nifty: Wheel, PUT Writing, CE Selling and Python Backtest

#nifty #options #trading #india
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11 min read
Strangle Strategy Nifty Expiry: Payoff, Python, Adjustments and Why It Is Cheaper Than a Straddle
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Strangle Strategy Nifty Expiry: Payoff, Python, Adjustments and Why It Is Cheaper Than a Straddle

#nifty #options #trading #india
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12 min read
Straddle Strategy Long Short with IV Nifty: Complete Guide with Python Payoff
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Straddle Strategy Long Short with IV Nifty: Complete Guide with Python Payoff

#nifty #options #trading #india
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9 min read
Iron Butterfly Weekly Expiry Nifty: The Ultimate Theta Harvest Guide for Indian Traders
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Iron Butterfly Weekly Expiry Nifty: The Ultimate Theta Harvest Guide for Indian Traders

#nifty #options #trading #india
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10 min read
Iron Condor Strategy Nifty Low Volatility: A Complete Guide for Indian Option Sellers
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Iron Condor Strategy Nifty Low Volatility: A Complete Guide for Indian Option Sellers

#nifty #options #trading #india
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9 min read
Delta Hedging for Nifty Positions: A Practical Delta Neutral Guide for Indian Options Traders
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Delta Hedging for Nifty Positions: A Practical Delta Neutral Guide for Indian Options Traders

#nifty #options #trading #india
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10 min read
Theta Decay: How Time Kills Option Buyers in Nifty
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Theta Decay: How Time Kills Option Buyers in Nifty

#nifty #options #trading #india
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9 min read
Option Greeks Explained: Delta, Theta, Vega, Gamma for Nifty Trading
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Option Greeks Explained: Delta, Theta, Vega, Gamma for Nifty Trading

#nifty #options #trading #india
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10 min read
Breakout Trading Strategy Nifty Volume Confirmation: Setup, Screener & Fakeout Guard
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Breakout Trading Strategy Nifty Volume Confirmation: Setup, Screener & Fakeout Guard

#nifty #options #trading #india
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9 min read
Price Action Trading Supply Demand Zones: Draw, Trade & Filter Fresh Zones with Python
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Price Action Trading Supply Demand Zones: Draw, Trade & Filter Fresh Zones with Python

#nifty #options #trading #india
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9 min read
Candlestick Patterns Every Indian Trader Must Know: 15 Patterns with Python Detector for Nifty
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Candlestick Patterns Every Indian Trader Must Know: 15 Patterns with Python Detector for Nifty

#trading #indicators #nifty #india
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9 min read
Ichimoku Cloud Trading Nifty: Complete Strategy for Indian Option Traders
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Ichimoku Cloud Trading Nifty: Complete Strategy for Indian Option Traders

#trading #indicators #nifty #india
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9 min read
Supertrend Indicator Automated Trading: ATR Logic, Python, and Nifty Option Strategy
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Supertrend Indicator Automated Trading: ATR Logic, Python, and Nifty Option Strategy

#trading #indicators #nifty #india
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9 min read
Bollinger Bands Mean Reversion Nifty: Complete Strategy Guide for Indian Option Traders
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Bollinger Bands Mean Reversion Nifty: Complete Strategy Guide for Indian Option Traders

#trading #indicators #nifty #india
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9 min read
MACD Trading Strategy with Python: Crossover, Zero-Line & RSI Combo for Nifty
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MACD Trading Strategy with Python: Crossover, Zero-Line & RSI Combo for Nifty

#trading #indicators #nifty #india
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9 min read
RSI Indicator Overbought Oversold Nifty: Complete Guide with Python + Trading Rules
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RSI Indicator Overbought Oversold Nifty: Complete Guide with Python + Trading Rules

#trading #indicators #nifty #india
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9 min read
Moving Averages SMA vs EMA for Indian Stocks (2026)
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Moving Averages SMA vs EMA for Indian Stocks (2026)

#trading #indicators #nifty #india
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9 min read
Support and Resistance Trading Strategy Nifty (2026 Guide)
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Support and Resistance Trading Strategy Nifty (2026 Guide)

#nifty #options #trading #india
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9 min read
India VIX Explained for Options Traders
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India VIX Explained for Options Traders

#nifty #options #trading #india
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9 min read
Bank Nifty Option Strategy for Weekly Expiry
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Bank Nifty Option Strategy for Weekly Expiry

#nifty #options #trading #india
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9 min read
Intraday Trading Nifty Strategies
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Intraday Trading Nifty Strategies

#nifty #options #trading #india
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9 min read
Option Chain Analysis Nifty
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Option Chain Analysis Nifty

#nifty #options #trading #india
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9 min read
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