Open to opportunities

Antonio Falcon

@antoniofalcon

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Data scientist specializing in financial document understanding and large-scale ML pipelines.

Spain

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What I'm looking for

I seek roles building production ML/NLP systems in collaborative teams, focusing on document understanding, scalable data pipelines, and operationalising models.

I am a data scientist focused on building information retrieval and document understanding systems for financial risk management. I design and optimize ETL workflows, preprocess unstructured financial text, and operationalise ML systems in cross-functional teams.

With a Computer Science degree (minor in AI) and international exchanges, I have hands-on experience with deep learning, transformer analysis, VLM LoRA serving, and dataset creation at scale; I also bring communication experience as a technical speaker and multidisciplinary project work in art and engineering.

Experience

Work history, roles, and key accomplishments

Current

Data Scientist

Current

Caixabank Tech

Aug 2025 - Present (10 months)

Design and develop information retrieval and document-understanding pipelines and optimise ETL workflows for large-scale financial data to support agent-based risk management systems and operationalise ML models with cross-functional teams.

Python PyTorch ETL NLP Document Understanding Hugging Face fastAPI Docker

Technical Speaker

University of Seville

Oct 2024 - Mar 2025 (5 months)

Delivered a generative AI course for people in need covering LLM chatbots, media generation, and practical integration of AI models into real-life scenarios.

Generative AI LLM Teaching Curriculum Design fastAPI Hugging Face Communication

Artist / Engineer

Ars Electronica

Collaborated in a multidisciplinary team to develop sea-life–inspired artworks combining deep learning and engineering, exhibited in Seville and Linz.

Deep Learning & Model Tuning fastAPI Exhibitions

Education

Degrees, certifications, and relevant coursework

University of Sevilla

Bachelor of Science, Computer Science

2020 - 2025

Activities and societies: Exchange programs at Politecnico di Milano and Universidad Politécnica de Valencia; thesis on financial dataset creation; technical speaking for a generative AI course.

Pursued a 240 ECTS Computer Science degree with a major in Computer Science and a minor in Artificial Intelligence; included exchanges at Politecnico di Milano and Universidad Politécnica de Valencia and a thesis on large-scale financial dataset creation.