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Algo-Trade Backtester

Role: Software Engineer

Timeline: May 2023 - Jul 2023

Algo-Trade Backtester

Overview

A full-stack data pipeline designed to test custom trading algorithms against historical market data, visualizing profit/loss and drawdown metrics in an intuitive web interface.

Key Features

  • Processed large historical CSV datasets using Pandas for fast algorithmic evaluation.
  • Served analyzed, structured data via a high-performance FastAPI backend.
  • Visualized complex financial metrics using interactive Chart.js graphs.
  • Implemented caching mechanisms to reduce backtest load times by 40%.