About

I am from the Dominican Republic and live in Germany. I speak Spanish, English, and German. This site is where I publish AI-assisted writing, software experiments, and notes on ideas I am trying to understand more clearly.

What I Make

Most of the content here starts from questions I keep returning to: how AI changes software work, how institutions make decisions, how economics explains behavior, and how technology changes society.

The writing is explicitly AI-assisted. I use AI to test ideas, structure arguments, surface counterpoints, and turn rough notes into drafts. I do not treat AI output as automatically correct. The role I want to play is closer to editor, reviewer, and accountable author: deciding what is worth keeping, what needs evidence, and what should be cut.

Some articles are exploratory and should be read as developed notes. Others are more deliberate attempts to make an argument. Over time, I want the site to make that distinction clearer.

AI and Software

Right now, most of my attention is on generative AI for software. I am trying to get better at using AI to produce reliable software, understand how models are trained and served, and build agents that can do useful work on behalf of people.

I am interested in AI less as a novelty and more as a way to lower the cost of turning ideas into working systems. If AI can help people build, test, analyze, automate, and coordinate more effectively, it changes what individuals and small teams can do.

Professional Background

Professionally, I am an analyst and data scientist with a background in marketing, statistics, and economics. My work is closer to decision science, market research, survey research, econometrics, operations research, and statistical modeling than to machine learning engineering alone.

I work across primary data collection, secondary data analysis, descriptive analytics, predictive modeling, simulation, optimization, business intelligence, cloud, DevSecOps, and generative AI. I am a generalist under the data science umbrella, and I tend to work best at the boundary between business problems and technical implementation.

For a structured professional overview, see my CV and skills.

Politics and Philosophy

My politics are pragmatic and shaped by economics, social science, and the experience of moving between the Dominican Republic, Germany, Europe, and the United States as reference points.

I am interested in whether ideas are not only well-intentioned, but also feasible. Before debating a conclusion, I care about whether the argument makes sense, whether the premises hold, and whether the claim fits what we can verify. That is the lens I bring to politics, economics, institutions, and public debates.

I am skeptical of ideology when it becomes detached from implementation. Good intentions are not enough. A serious idea should survive contact with incentives, tradeoffs, evidence, and institutional reality.

About This Site

This website is a public notebook for AI-assisted articles, software experiments, and questions I want to develop in the open. The recurring topics are AI, software, economics, politics, history, statistics, data science, and the practical problem of turning ideas into useful artifacts.

The tone I want here is grounded, transparent, and firm without exaggeration. Not a personal brand performance. Not a guru page. Just a record of what I am building and thinking through.