Quantitative Market Analysis Platform: High-Fidelity Equity Simulation

Role

Lead Developer

Domain

Fintech / Market Simulation

Date

Ongoing project

Link

Repository

Description

The Quantitative Market Analysis Platform provides a high-fidelity environment where aspiring quantitative analysts can test hypotheses and simulate complex equity trades without financial risk. I built a vectorized state engine using NumPy and Pandas that recalculates portfolio metrics across hundreds of symbols in milliseconds.

I implemented algorithms simulating "Price Impact" — how a large buy order moves the market. The platform includes technical indicators (Moving Averages, RSI, Bollinger Bands) built from scratch for backtesting.

Technologies Used

Python

NumPy

Pandas

Matplotlib

Real-time APIs

How I Did It

I focused on performance by using vectorized operations for all financial calculations and simulated market dynamics like price impact.

Media

Image/Video Placeholder