Medium

Nikhil Adithyan

11.7K followers

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AI Advances

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Nikhil Adithyan

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6d ago

Do Stocks Recover After CEOs Buy the Dip? I Tested It With Python

A Python workflow for combining Form 4 insider transactions, historical prices, drawdowns, and matched control events

Do Stocks Recover After CEOs Buy the Dip? I Tested It With Python

In

Level Up Coding

by

Nikhil Adithyan

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Jun 29

Real-Time Market Data Fails Quietly. Here’s How to Make It Recoverable

A practical guide to stale price detection, REST fallback, and WebSocket recovery for trading applications

Real-Time Market Data Fails Quietly. Here’s How to Make It Recoverable

In

DataDrivenInvestor

by

Nikhil Adithyan

·

Jun 23

I Subtracted the Market From Every S&P 500 Stock. Here’s What Was Left

A Python scanner that flags beta-adjusted abnormal moves using SPY, volume spikes, and news catalysts

I Subtracted the Market From Every S&P 500 Stock. Here’s What Was Left

In

AI Advances

by

Nikhil Adithyan

·

Jun 16

What Analyst Consensus Really Looks Like Beyond the Average

Two companies can have the same average estimate but completely different levels of agreement behind it

What Analyst Consensus Really Looks Like Beyond the Average

In

Predict

by

Nikhil Adithyan

·

Jun 10

Geopolitical Risk Is Not One Thing. I Built a Python Framework to Prove It

What Python, options skew, and news sentiment revealed about how markets price fear

Geopolitical Risk Is Not One Thing. I Built a Python Framework to Prove It

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AI Advances

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Nikhil Adithyan

·

May 25

Beyond NVIDIA: Where the AI Infra Trade Actually Shows Up

A Python analysis of the companies turning AI capex into real infrastructure

Beyond NVIDIA: Where the AI Infra Trade Actually Shows Up

In

DataDrivenInvestor

by

Nikhil Adithyan

·

May 19

Best Stock APIs in 2026: A Practical Guide

A decision-focused guide for developers, fintech teams, quants, and AI builders evaluating market data APIs

Best Stock APIs in 2026: A Practical Guide

In

AI Advances

by

Nikhil Adithyan

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May 15

Building A Powerful Earnings Surprise Radar with Python

A step-by-step tutorial

Building A Powerful Earnings Surprise Radar with Python

In

AI Advances

by

Nikhil Adithyan

·

May 5

Build a Daily Watchlist Tracker in Minutes Using Claude + MCP

Turn a daily watchlist into a prioritized trading brief

Build a Daily Watchlist Tracker in Minutes Using Claude + MCP

In

DataDrivenInvestor

by

Nikhil Adithyan

·

May 3

The Complete Guide to Building a Live Options Database in Python

Building an Options IV and Greeks Database

The Complete Guide to Building a Live Options Database in Python

Nikhil Adithyan

Nikhil Adithyan

11.7K followers

Founder @BacktestZone (https://www.backtestzone.com/), a no-code backtesting platform | Top Writer | Connect with me on LinkedIn: https://bit.ly/3yNuwCJ

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