HEY, I'M JAVI.

Jr LLM Engineer at Ultralytics.

i turn LLMs into agents that can understand context, use tools, and take action.

A FEW NOTES:

LLMs and AI agents at Ultralytics.
6 years of experience as a software engineer.
currently studying applied artificial intelligence for financial markets at Instituto BME.

(26-) Jr LLM Engineer, Ultralytics
(24-26) software engineer ii, Guidewire - working on Jutro upgrade readiness and a German InsuranceSuite content layer that connects Guidewire apps with local insurance systems.
(22-24) consultant 2, GSC, Guidewire - customized Guidewire Digital solutions for Wawanesa and Germania across policy lifecycle workflows, payments, rating, and producer/customer UX.
(20-22) consultant 1, GSC, Guidewire - delivered enterprise insurance implementation work across Guidewire digital products.
(20) consultant developer intern, Guidewire - started in the GSC track before moving into full-time delivery work.
(19) software engineer intern, FOODRATION4ALL - worked across web and Android development.

(26-) polp.net - company-memory AI for SMBs that connects Drive, Odoo, Holded, Calendar, PDFs, and local documents so teams get source-backed answers with EU/GDPR controls.
(25) TheStock.club - AI-powered financial analysis platform for investment funds, conversational research, benchmark comparison, and risk-aware insights.
(25) Fichador Digital - multi-tenant workforce SaaS for 50+ companies and 600+ employees, covering time tracking, geolocation, schedules, PTO, and incidents.
(24-) nutriranking.com - sports supplement comparison platform built with Spring Boot, React, Vite, Amazon RDS, Docker, EC2, and GitHub Actions.
(19) ladelpartner.com - YouTube creator statistics site with 11,000+ creators, PHP, MySQL, Python scraping, Bootstrap, sitemaps, robots.txt, and SEO interlinking.

(26) finra-mcp - read-only MCP server for the FINRA Query API with dataset discovery, pagination, async workflows, and agent guidance.
(26) hermit - privacy-first iOS RAG experiment that runs locally with on-device models and no external APIs.

(25-) Instituto BME - master in applied artificial intelligence for financial markets.
(16-20) Universitat Jaume I - bachelor's degree in computer science, specializing in information technology.
(19-20) Munster Technological University - IT management through an Erasmus scholarship.

Python, LLMs, RAG, ReAct architecture, agentic engineering, tool calling, MCP, evaluation, observability, and cloud infrastructure.