Finance Lab — Portfolio Analytics and Investment Simulator

Hi Streamlit Community!

I’m Henrique, a Master’s student in Finance, and I recently developed Finance Lab — an interactive web application that combines portfolio analytics, stock research and a paper-trading investment simulator.

Main features include:

  • User authentication and private, persistent portfolios

  • Live market data and multi-currency portfolio valuation

  • Portfolio performance, diversification and risk analysis

  • VaR, Expected Shortfall, drawdown and stress testing

  • Stock research, financial statements and watchlists

  • Interactive charts built with Plotly

The application was developed using Python, Streamlit, Pandas, Plotly, yfinance and Supabase.

Live application: https://finance-bro-lab.streamlit.app

This is an educational project and does not provide financial advice. I would really appreciate feedback on the interface, usability and financial analysis features!