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Gonzalo Carrero

@gonzalocarrero

AI Engineer & Researcher at Kristianstad University who built an LLM agent framework for constraint-aware barley CRISPR designs.

Spain

Message

What I'm looking for

I’m looking for Data Analyst, Business Analyst, Solutions Engineer, or AI/Automation Engineer roles in Madrid or fully remote, where I can grow toward AI and systems work.

At Kristianstad University, I designed and built an LLM-driven agentic framework that generates constraint-aware CRISPR genetic-modification designs for barley. I used Python, agent orchestration, and structured prompt design, with automated validation to keep outputs within biological rules.

I benchmarked the system across repeated runs, reaching a stable composite score of 0.924 and a 100% pass rate over 10 runs. I also documented the results, reproducibility protocol, and limitations, and defended my thesis under academic supervision.

My background combines business analytics with full-stack development. I use SQL, Python, R, Tableau, and Excel for data analysis and visualisation, and I’m growing toward AI and systems roles through applied AI, automation pipelines, and AI agents built with LangChain and n8n.

Experience

Work history, roles, and key accomplishments

AI Engineer & Researcher — BSc Thesis (Academic Project)

Kristianstad University

Sep 2021 - Jun 2026 (4 years 9 months)

Designed and built an LLM-driven agentic framework that generates constraint-aware CRISPR genetic-modification designs for barley, orchestrating multiple AI agents under hard biological constraints.

Engineered the pipeline in Python using large language models (LLMs), agent orchestration, and structured prompt design; integrated automated validation so outputs respect domain rules.

Benchmarked

Education

Degrees, certifications, and relevant coursework

Kristianstad University

Bachelor of Technology, Computer Software Engineering

U-tad

Master's degree, Business analytics

2019 - 2020

Business Analytics.

Trazos

Php developer, Backend Development

2019 - 2019

Web development:
-Front-end and Backend connection.
-Crud.
-CMS.
-Php
-Mysql

Ironhack

Web Development

2017 - 2018

- Technologies: MEAN Stack, JavaScript, HTML5 and CSS3.

- Good development practices: Focus on clean code principles, design patterns and test driven development (TDD).