About

Welcome!

My Journey Through Financial Markets

For the past 5 years, I've been exploring the exciting world of trading and investing. My journey began with developing a seasonal strategy rooted in fundamental company analysis. It then evolved into building trading algorithms for cryptocurrency scalping. Currently, I'm focused on discretionary trading strategies for US stocks, leveraging volume profile and orderbook analysis.

I find quantitative trading and machine learning to be fascinating fields that continue to inspire and drive my innovation.

My Passion for Open Source and Knowledge Sharing

I'm deeply committed to open source and the free exchange of knowledge. Contributing to the community is one of my core values. This passion led me to create App-Prove (opens in a new tab), a cybersecurity startup aimed at making the audit process more efficient, accessible, and user-friendly for everyone.

Current Projects

Trading and Investing

• Deltalytix (opens in a new tab): Empowering traders with performance tracking and quantitative tools
• SteinPrograms (opens in a new tab): Developing quantitative automated trading strategies and a cutting-edge news API

I'm using my academic knowledge to create tools that enhance investment safety and profitability.

Technical Expertise

Python for Machine Learning and Data Analysis

• Machine Learning (Regression, decision trees, and classification)
• API development (using FastAPI (opens in a new tab))
• Large Language Models (Prompt templating, langchain)

JavaScript for Web Development

• NextJS, TypeScript, React

Continuous Learning

I'm always eager to expand my skills. Currently, I'm exploring:

• Rust: For fast and secure code development
• Michelson: To build smart contracts on the Tezos blockchain

• Twitter @hugodemenez (opens in a new tab)
• GitHub @hugodemenez (opens in a new tab)
• Email hugo@steinprograms.com