Can AI reliably discover and verify high-quality jobs without creating more noise?
An AI-assisted workflow for finding, verifying, and organizing job opportunities without multiplying noise.
AI Job RadarInvestigating complex systems. Sharing what I learn.
I'm Andrés. I like understanding complicated things, building useful things, and writing down what I learn along the way.
Current investigations
The questions directing what I build and study next.
Can a personal knowledge system help distant ideas meet at the right time?
A public framework and demo vault for turning saved ideas into linked concepts, questions, and useful synthesis.
Hidden ConnectionsWhat becomes visible when research funding, publications, topics, and institutions are examined together?
A reproducible analysis that connects research funding, publication activity, topics, institutions, and scientific impact.
Research Landscape AtlasHow small can a private memory tool become before it is easy enough to keep using?
A private family journal designed to make recording small memories quick enough to become a habit.
Little LogLatest field notes
Experiments become useful when I write down the decisions, failures, and surprises.
All field notes8 min read
The Hard Part of Using AI for a Job Search Is Not Finding More Jobs (opens in a new tab)
What building a job-search system taught me about context, verification, failure analysis, and human judgment.
Related experiment: AI Job Radar8 min read
Practical AI Starts With One Annoying Problem (opens in a new tab)
How a repetitive spreadsheet task changed AI from an interesting search tool into a practical way to build.
Related experiment: Interactive CV
Building
Research Landscape Atlas
What becomes visible when research funding, publications, topics, and institutions are examined together?
A research landscape becomes useful when every visual can be traced back to a defensible source and method.
Open experimentNotebook
A dated record of what I am making, noticing, and learning.
Reframed the archive as a living laboratory
Reorganized the site around active questions, connected experiments, field notes, reading, and a chronological notebook.
Opened the personal archive
Rebuilt the site as a tactile research folder for projects, writing, books, and a concise professional story.
Published a field note on AI job search
Documented why a reliable job-search system needs context, verification rules, failure analysis, and human judgment.
Published a field note on practical AI
Traced how one repetitive spreadsheet problem led to an R script, an interactive CV, and a habit of learning by building.
Books that changed how I think
A small shelf of ideas, worlds, and mental models that stayed with me.
Browse the reading shelfFollow the writing.
Field notes collect what worked, what did not, and what surprised me while I was learning or building.