Prototype
2026Public repository you can read and run: github.com/ayush108108/hedgevision. Test and coverage status is stated in its README.

HedgeVision (open source)

Open-source statistical-arbitrage research platform in Python/FastAPI and React

Role

Creator

Period

2026

Category

trading

Overview

An open-source (MIT) research project for statistical arbitrage: pair discovery with cointegration tests, backtesting, paper trading and a React dashboard on a FastAPI backend. It is a research and learning project, not a trading product, and no performance claims are made. Lineage: CorrelateX began with HedgeVision as its product; that system grew into SuperIntel, CorrelateX's private research system, and this fragment was extracted and open-sourced as a teaser of the stream. The full SuperIntel stays private. See the repository README for current status and for what is and is not wired up.

Key Highlights

  • Cointegrated-pair discovery and spread analysis
  • Backtesting and paper-trading code paths (see README for current status)
  • FastAPI backend with a test suite; React dashboard
  • MIT licensed; public commit history

Tech Stack

Python / FastAPI
React
Pandas / NumPy
Statsmodels
Docker

What I Learned

This project deepened my understanding of Python / FastAPI and React and reinforced best practices in system design and scalability. I gained valuable insights into building maintainable software and measuring performance.