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Building.
AI Agents.

Intersecting.
Finance and Tech.

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Investor, building agentic systems for business applications. Sports enthusiast, Ironman finisher, and +6000 meters peak summiteer.

— WHAT I DO
ABOUT

I run institutional multi-asset portfolios with a quantitative lean — Python-based algorithms paired with fundamental overlays for sustainable alpha.

I am an entrepreneur, actively developing solutions to frictions I identify on every opportunity I have.

I am passionate about education, having lectured undergrads at ITESM on topics like financial programming. Right now, I am an instructor for the CFA designation.

I study agentic AI with deep interest in theory but much more in practice: small tests, break things, fix them, constant iteration. Evidence paired with intuition.

I am an endurance-sports enthusiast — I enjoy running long distances, swimming in open waters, and climbing high mountains. On the weekends, you can probably find me doing any of those.

HOW I THINK
PRINCIPLE 01
The market and economic models assume there is some sort of equilibrium. The problem with that is: you only get what the market offers you (Beta). If you want exceptional results (Alpha), you must go out of equilibrium.
PRINCIPLE 02
The frontier of your human physical capacity is a place where you grow, you suffer, and you get to know your shadow (see Carl Jung). 6,000-meter summits in Los Andes and Ironman races taught me this the hard way.
PRINCIPLE 03
The fears we have are only shadows cast by our thoughts. I learned to swim six months before my first Ironman. Once you walk toward the shadow, it dissolves.
THEME 01

Systematic strategies

Python algorithms for institutional portfolios: factor models, signal systems, backtest engines.

THEME 02

AI Enabling

AI upskilling for corporates and organizations, addressing technological barriers and the transition to an AI-first culture.

THEME 03

Multi-agent systems

LLM orchestration to accelerate analysis and operational workflows.

— WHAT'S COMING
2026 / 2027

MBA Degree, starting September 2026. The next compounding window.

Training toward K2. The high-altitude work between now and then is the path, not the prize.

Building the Full Ironman base for late 2026. Ultraman is the long horizon.

— WHERE I WRITE
ELSEWHERE

I used to write regularly on El Economista, Bloomberg en Línea. Now I am more active on LinkedIn. Open source on GitHub and Hugging Face spaces.