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Alonso Arredondo

@alonsoarredondo

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Data analyst and AI/ML builder, delivering end-to-end ML and NLP for real-world impact.

Spain

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What I'm looking for

I’m looking for remote-friendly roles across Europe where I can build end-to-end ML/NLP solutions on cloud, improve real products with multi-agent systems, and turn data into measurable impact—grounded in the human context behind the numbers.

I’m a social psychologist turned data analyst with a Master’s in Data Science (Universidad Complutense de Madrid), and hands-on experience building AI-powered systems on Google Cloud Platform. I design and deploy end-to-end ML pipelines, multi-agent architectures, and NLP solutions applied to real-world problems in civic, social, and health domains.

My quantitative research and behavioral analysis background gives me an analytical edge to interpret the human context behind the data. I’ve built autonomous systems like a multi-agent journalism pipeline that takes a topic from research to published article in ~84 seconds (~43 articles/hour), a computer-vision recipe assistant with ~95% recognition accuracy, and a real-time electoral analytics dashboard using empirical modeling.

Experience

Work history, roles, and key accomplishments

Current

Independent AI/ML Projects

Current

Independent

Jul 2025 - Present (11 months)

Built an AI-powered journalism pipeline: a 6-agent system that turns a topic into a published article in ~84 seconds with ~43 articles/hour throughput. Developed additional GCP-deployed systems including an ingredient-recognition recipe assistant with ~95% accuracy and Precision@1=0.94 (Precision@3=1.00) plus a real-time electoral analytics dashboard and a developing multi-agent customer-j outney

Python Google Cloud Platform Terraform Multi Agent Systems RAG ChromaDB Computer Vision Natural Language Processing Cloud Run

Profile Analyst Internship

Asociación Pauta

Oct 2025 - Jan 2026 (3 months)

Conducted structured case analysis using observational data to support labor market inclusion programs for people with disabilities. Tracked individual progress with data-driven monitoring frameworks and designed tailored intervention strategies using behavioral pattern analysis.

Case Analysis Statistics Data monitoring Intervention Design Quantitative Research

Data & Research Analyst

Asociación Civil Impacta Salud y Educación

Mar 2021 - Aug 2023 (2 years 5 months)

Designed and managed databases for 600+ participants across 4 clinical research studies, performing data cleaning, transformation, and statistical analysis to monitor retention. Produced statistical reports and data visualizations to inform program decisions and collaborated with multidisciplinary teams to translate findings into actionable interventions.

Database Design Data Cleaning data transformation Statistical Analysis Data Visualization Python SQL Reporting Retention Analytics

Community Relations Intern

Federación de Comunidades Nativas Yanesha

Sep 2019 - Aug 2020 (11 months)

Supervised participation of two Indigenous communities in a UNDP sustainable development project and supported field coordination. Co-authored a book chapter on Yanesha women’s community roles published in a UNESCO-affiliated volume (2021).

Field Coordination Community Engagement Qualitative Research Quantitative Research Project Support Research & Documentation UNDP Projects

Education

Degrees, certifications, and relevant coursework

CMICE Getafe

Google Cloud Platform Engineer (Machine Learning/IA) - IFCT0017/IFCT0065, Machine Learning / Google Cloud Platform

2026 -

Activities and societies: Hands-on work with Vertex AI, Cloud Run, vector databases, Gemini API, and ML model deployment.

Practical training in Google Cloud Platform, covering Vertex AI, Cloud Run, vector databases, Gemini API, and ML model deployment. Level in EQF: 5.

Universidad Complutense de Madrid

Master’s in Data Science, Data Science (Big Data & Business Analytics)

2024 - 2025

Activities and societies: Applied projects using Python, SQL, Spark, and cloud platforms.

Advanced studies in machine learning, NLP, big data architectures, and statistical modeling with applied projects using Python, SQL, Spark, and cloud platforms. Level in EQF: 7.

CERTUS

Postgraduate Diploma in Data Analytics, Data Analytics

2024 - 2024

Activities and societies: Foundations in data analysis plus Python, SQL, MySQL, and Power BI for business intelligence.

Postgraduate diploma focused on data analytics foundations using Python and SQL, with MySQL and Power BI applied to business intelligence. Level in EQF: 4.

Pontificia Universidad Católica del Perú (PUCP)

Bachelor's in Social Psychology, Social Psychology

2013 - 2020

Grade: Honors

Activities and societies: Specialized in research methods, statistics, and SPSS; received a PADET research grant (2019).

Bachelor’s degree in Social Psychology with specialization in quantitative and qualitative research methods, statistics, and SPSS. Graduated with honors and received a research grant (PADET, 2019).