About

Software, data and football

I'm an early-career software engineer. I work mostly on the backend, and I care about the parts that are easy to skip: what gets logged, how it is tested, and where each number comes from. I bring the same habits to football analysis.

Background

I finished my degree in Computer Systems Engineering at IPCA, in Barcelos, in 2026. Since 2023 I have also worked full-time as a security officer, so the coursework, the projects and the internship all had to fit around shifts.

During my internship at Ediprinter (February to June 2025) I built an observability platform with the Elastic Stack for EDIGCIA, the company's management software for vehicle inspection centres: structured logging with Serilog, dashboards and alerts in Kibana, and performance monitoring with Elastic APM. It taught me to think about what happens after a deploy — what is recorded, who gets alerted, and with what context.

Football came first. I played for 14 years as a goalkeeper, which is probably why my first football data project was a goalkeeper scouting platform built from StatsBomb event data. Later I started writing player reports from video. Both ran into the same problem: a number without its sample, its context and the footage behind it says very little. Claim-to-Evidence came out of that — a way to test each statement in a scouting report against data and my own video coding, with the rules written down before looking at the data.

I'm looking for a first role as a backend developer, or one where software development supports football analysis and recruitment. Either way, I want to work with people who take the quality of data and code seriously.

Timeline

most recent first
  1. Oct 2026

    Football

    Claim-to-Evidence and scouting reports

    A method for testing scouting-report claims against data and video; first written player reports.

  2. Aug 2026

    Football

    Goalkeeper Scouting

    Goalkeeper scouting platform built from event data, with a public demo.

  3. 2026

    Education

    BSc in Computer Systems Engineering

    Instituto Politécnico do Cávado e do Ave (IPCA), Barcelos.

  4. Jun 2026

    Education

    Cybersecurity Governance Essentials — TUS, Athlone

    RUN-EU programme: NIS2, DORA, CRA, NIST CSF and MITRE ATT&CK.

  5. Mar 2026

    Education

    Entrepreneurship Programme — NHL Stenden, Leeuwarden

    RUN-EU programme: validating an idea and pitching to investors in an international team.

  6. Feb — Jun 2025

    Engineering

    Internship at Ediprinter

    Observability platform with Serilog and the Elastic Stack for EDIGCIA.

  7. Oct 2024

    Engineering

    FC Porto squad data integration

    Individual data-integration project in KNIME for the Information Systems Integration course.

  8. 2023 — present

    Work

    Security officer, full-time

    Protecção Total (private security), alongside the degree and the internship.

  9. 2022

    Work

    Part-time work while studying

    Event stewarding, reception and retail (Lidl).

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