Open to opportunities

Miguel Gonçalves

@miguelgonalves

Message

I build automated data pipelines and machine learning solutions for financial services and insurance.

Portugal

Message

What I'm looking for

I'm looking to build analytical, automation, and machine learning solutions that turn complex data into practical business decisions, while growing my skills in deep learning and AI-driven decision-making.

At Segurajuda, I'm developing a machine learning model to predict insurance premium payment risk and building Python and SQL pipelines that make operational data more reliable and actionable. Previously at BNP Paribas, I identified approximately €1.5M in valuation adjustment and reserve-calibration misallocations through quantitative analysis.

I'm completing an MSc in Data Science at the University of Porto, building on a Mathematics degree and hands-on work with Python, SQL, machine learning, deep learning, and analytics automation. My academic work includes an attention-guided TabNet and CNN framework for interpretable tabular data representation learning.

Experience

Work history, roles, and key accomplishments

Current

Data Analyst

Current

Segurajuda

Jan 2026 - Present (7 months)

Collaborated with business stakeholders to translate operational challenges into analytical solutions and data-driven processes. Developed Python and SQL pipelines for data extraction, validation, transformation, and large-scale analytical workflows.

Python SQL Machine Learning Data Pipelines Data Quality Data Integration APIs