Marcelo Oliveira Vasconcelos is a seasoned professional and researcher from Brasília, Brazil, with over two decades of experience across public administration, financial auditing, and technology-based risk management. Currently pursuing a Ph.D. in Web Science and Technology, Marcelo’s expertise spans various roles, including Financial and External Control Analyst at the Tribunal de Contas do Distrito Federal (TCDF). He holds multiple certifications, such as Certified Information Systems Auditor (CISA) and Risk Management Professional (ISO 31000:2018). His research focuses on enhancing corruption risk assessments in public administration using advanced data science methods, making him a prominent figure in the application of technology for public sector improvements. Proficient in Portuguese, English, and Spanish, Marcelo brings a global perspective to his work, bolstered by leadership training from École Nationale d’Administration (ENA) in France. His contributions, such as his recent publications on artificial intelligence applications in public administration, underscore his commitment to advancing effective governance practices through data-driven insights and innovative methodologies.

Professional Profile

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Education

Marcelo Vasconcelos has a comprehensive academic background that blends technology, law, and public administration. He is currently a Ph.D. candidate in Web Science and Technology at the University of Trás-os-Montes e Alto Douro (UTAD), Portugal, which builds on his Master’s degree in Computer Science from the University of Brasília, completed in 2020. His formal education is supplemented by a range of specialized qualifications: an MBA in Public Law from Instituto Processus and another in Constitutional Law from Instituto de Direito Público, Brasília. Marcelo also holds a Bachelor’s degree in Public Administration from the State University of Goiás and an undergraduate degree in Science from UniCEUB Brasília. His academic trajectory is further complemented by international training in leadership and public management from École Nationale d’Administration (ENA) in France, which has enriched his expertise in governmental processes and administration. Marcelo’s educational journey reflects a balanced combination of technical expertise, public policy, and governance, aligning with his goal to leverage data science for practical solutions in public administration.

Professional Experience

Marcelo Vasconcelos has accumulated diverse professional experience, with a primary focus on public sector auditing and analysis. Since August 2004, he has served as a Financial and External Control Analyst at the Tribunal de Contas do Distrito Federal (TCDF), where he applies his expertise in data auditing, fraud detection, and risk management to enhance public accountability. Previously, he held various roles, including Social Security Tax Auditor at the National Social Security Institute (INSS) from 2003 to 2004, and Foreign Trade Analyst at the Secretariat of Foreign Trade, where he honed his skills in regulatory compliance and policy analysis. His early career also includes work as a Federal Revenue Analyst for the Secretariat of Federal Revenue and as a Teacher of Science and Mathematics in the Federal District’s Secretariat of Education. Marcelo’s professional journey reflects a commitment to strengthening governance and public sector efficiency, leveraging both his analytical and technological skills to contribute to Brazil’s federal and financial control sectors.

Research Interest

Marcelo’s primary research interest lies in the intersection of data science, public administration, and ethics, particularly in using technology to tackle corruption and enhance governance transparency. His research explores the application of artificial intelligence and machine learning to identify and mitigate risks associated with public administration processes. Notably, Marcelo has focused on creating models that assess corruption risk in public administration, emphasizing the development of imbalanced learning techniques to improve accuracy in risk detection. His work, such as his study on mitigating false negatives in imbalanced datasets, aligns with his commitment to data-driven governance reforms. In addition, Marcelo’s interest extends to Web Science and the application of large datasets for public decision-making. By advancing methodologies that blend computer science with public policy, he seeks to bridge gaps in data application and ethical governance, positioning his research within the broader movement of responsible AI in public services.

Research Skills

Marcelo Vasconcelos brings a robust skill set to his research, particularly in data analytics, risk assessment, and machine learning applications in public administration. He is proficient in using artificial intelligence techniques, specifically imbalanced learning methods, to enhance the reliability of corruption risk models. His technical skills extend to using Control Objectives for Information and Related Technologies (COBIT 5) and ISO 31000:2018 standards for risk management. Marcelo is certified as a Certified Information Systems Auditor (CISA), which bolsters his skills in cybersecurity and information systems auditing. His analytical expertise is complemented by his experience in developing ensemble approaches to minimize errors in data models. Marcelo also brings practical knowledge in data governance and policy application, supported by his academic research, which is published in journals like Expert Systems with Applications and Data in Brief. These skills position him as a research-driven professional with advanced capabilities in designing, implementing, and evaluating technology-based solutions for complex public sector challenges.

Awards and Honors

While Marcelo’s curriculum does not explicitly mention awards, his achievements reflect recognition through certifications and high-impact publications. His certifications, including CISA and ISO 31000:2018 for risk management, demonstrate his commitment to maintaining industry standards and developing expertise in information systems and public sector accountability. Marcelo’s acceptance of his work in respected journals, such as Data in Brief and Expert Systems with Applications, further highlights his research contributions. His participation in leadership training at the prestigious École Nationale d’Administration (ENA) also underscores his standing as a thought leader in the public sector. By achieving a high level of proficiency in his certifications and continuing professional development, Marcelo has positioned himself as a well-regarded expert in his field, aligning with the standards expected for research awards in public administration and technology applications.