AI Researcher · Technology Consultant · Senior Software Developer · Artist

João da Mata

about me

João da Mata

I grew up in the interior of Minas Gerais and found my way to Berlin, where journalism, software engineering, and research stopped being three separate lives. I'm now doing a PhD on Calibrated Reliance & Human Oversight in AI-Assisted Fact-Checking — building the systems my own studies depend on, and, as much as any of it, making art.

PhD in Computer Science

Technische Universität Berlin logo

A doctoral project at the Quality & Usability Lab on human oversight of AI in professional journalism — whether journalists stay in genuine control of the tools meant to help them tell true from false, how that control erodes under time pressure, and how interfaces can restore it. The work sits at the intersection of human-AI interaction, fact-checking, and AI governance, and draws on Explainable AI and Intelligent Decision Support Systems for verification workflows, within the XplaiNLP group.

Deutsches Forschungszentrum für Künstliche Intelligenz (DFKI) logo

Guest Researcher (2025–present) and former Research Assistant (2020–2021). The earlier role addressed AI-based assistive technologies for work rehabilitation; current work focuses on mis/disinformation detection and responsible AI for media verification, evaluating LLM-assisted workflows and explainability methods for fact-checking tools.

Master in Media Science

Humboldt-Universität zu Berlin logo

Completed at the Department of Media Studies, in a programme built around techno-epistemic media literacy — the theory, practice, and archaeology of media. It deepened an understanding of media systems, platform politics, and the infrastructures that shape how knowledge circulates.

Deutscher Bundestag logo

The programme's professionally-oriented training included a six-week internship at the Press Division of the German Parliament — drafting press releases, supporting journalists during committee meetings and plenary sessions, and attending Federal Government press conferences.

Bachelor in Communication & Media Studies

Universidade Federal de Minas Gerais logo

A degree in Communication and Media Studies with a specialisation in Journalism, at one of Brazil's leading public universities. The curriculum offered flexible qualifications across journalism, advertising, and public relations, alongside hands-on training at Rádio UFMG Educativa 104.5 FM, covering science, politics, and local affairs in Belo Horizonte.

University of Augsburg logo

A government-funded UFMG scholarship opened the way to Bavaria, and summer work extended the stay to a full year. Following five months of self-taught German, the scholarship led to two semesters of Political Science at the University of Augsburg — the experience that set the course for everything that followed, including the move to Berlin.

Information Systems Technician

Technical School Juscelino Kubitscheck logo

A technical formation at a public school in Ipatinga, Minas Gerais, taken in parallel with secondary education. The course covered programming, database analysis, computer networks, and hardware — the foundation that keeps resurfacing, decades later, in every request to build systems a client, employer, or research project depends on.

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João da Mata — AI Researcher · Technology Consultant · Senior Software Developer · Artist — Berlin