Santiago Fernández de Valderrama Aparicio
Creator of career-ops, open-source AI job search agent. Founder (exit 2025)
Explained projects
santifer/cv-santiago: The CV That Behaves Like a Production AI System
An interactive portfolio that turns a personal resume into a live demo of agentic RAG, voice latency control, security defenses, and eval-driven LLMOps.
jacobo-workflows: Jacobo Workflows: The n8n Agent Mesh That Runs a Phone Repair Business
A deep dive into how a Seville-based workflow stack routes conversations, checks inventory, parses dates, and hands off to humans without relying on one giant prompt.
Career-Ops: The Repo That Turns Claude Code Into a Job-Search Operating System
A deep dive into the agentic skill router, ATS-safe PDF pipeline, and human-in-the-loop architecture that turns flat files into a candidate’s command center.
Yet to be explained
santifer-irepair
Explain
Astro-based programmatic SEO website that generated 15,500+ unique pages from an Airtable ERP, reaching 2,000 monthly clicks in Google Spain. Full source code + Node.js image pipeline.
warpchart
Explain
Growth telemetry for any GitHub repository. A live star chart of your repo's journey through the worldwide ranking, with sound.
claude-eye
Explain
CLI tool that analyzes web animation videos frame-by-frame using Claude Vision
career-ops-plugin-template
Explain
Template for a career-ops community plugin (career-ops-plugin-<name>)