Brian Banna

Brian Banna

I'm a Data Science master's student at EPFL focused on quantitative finance, systematic trading and commodities.

About

Brian Banna

I work on quantitative research and systematic modeling, mainly in commodities and macro markets. I'm pursuing a Master's in Data Science with a minor in Financial Engineering at EPFL.

I use statistical methods, time series analysis, and financial mathematics to build models that support data driven decisions in trading and market analysis.

My work focuses on designing strategies, studying market behavior, and backtesting ideas using clear data and financial logic.

I have built and tested projects across commodities, equities, and macro markets.

Tech Stack

Python
R
Java
TypeScript
Scala
PostgreSQL
NumPy
Pandas
scikit-learn
Python
R
Java
TypeScript
Scala
PostgreSQL
NumPy
Pandas
scikit-learn
PyTorch
TensorFlow
Matplotlib
Plotly
Jupyter
Git
Docker
Linux
PyTorch
TensorFlow
Matplotlib
Plotly
Jupyter
Git
Docker
Linux

Projects

A collection of my work in quantitative finance and systematic trading.

Adaptive Statistical Arbitrage in Commodity Markets

Adaptive Statistical Arbitrage in Commodity Markets

Analyzing how regime shifts and price spreads evolve across major commodities.

View Repository
Commodity Futures Curve Modeling and Factor Trading

Commodity Futures Curve Modeling and Factor Trading

Systematic Trend-Following Trading Strategy for Commodities

Systematic Trend-Following Trading Strategy for Commodities

AirJav

AirJav

Get in Touch

Feel free to reach out for collaborations or just a friendly chat.