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Hire Dr. Ibrahim A.

Uganda

AI Governance & Assurance Researcher | Research Methodology Coach | Developer of AAIF

Profile Summary

What happens when autonomous AI systems accelerate beyond legal control? In emerging economies, this creates a dual risk: technological vulnerability and governance gaps. This defining question drives my doctoral research as a PhD Candidate in Information Technology at Kampala International University (KIU), Uganda, specializing in Agentic AI Governance, Risk, and Ethics. My work addresses the growing governance gap surrounding autonomous AI systems in low-regulation and resource-constrained contexts. I develop context-specific AI governance frameworks, lifecycle security models, and risk audit methodologies that support the responsible deployment of agentic and safety-critical AI. Methodologically, I adopt a multi-layered approach, integrating regulatory analysis, cybersecurity pipeline assessments, and AI policy design. I also explore cognitive autonomy control, AI alignment strategies, human-in-the-loop safeguards, and governance engineering for transparency, accountability, and adversarial robustness. My research is aligned with global standards such as the EU AI Act, ISO/IEC 42001, and NITDA AI Guidelines. In my role as Deputy Director of Academic Affairs (Teaching & Learning) and Assistant Lecturer at KIU’s Western Campus, I lead initiatives on responsible AI integration, curriculum development in AI risk and ethics, and regional capacity building. I coordinate AI safety engineering workshops and advise on institutional adoption of trustworthy and verifiable AI systems. Beyond academia, I collaborate with government agencies, NGOs, and AI product teams across East and West Africa, offering strategic insight on AI regulation, algorithmic fairness, and conformity assessments. My advisory work spans public infrastructure, health, education, finance, and smart governance sectors. My academic foundation includes an MSc in Information Technology, PGD in Computer Science, BSc in Computer Science & IT (Uganda), and HND/ND qualifications in Electrical & Electronics Engineering Technology (Nigeria). I also hold professional certifications in Ethical Hacking (CEH), Cisco Networking (CCNA/CCNP), Computer Hacking Forensics Analysis (CHFI), Python for Security Professionals, and Project Management (PMP). The intended outcomes of my research include AI governance toolkits, AI risk assessment frameworks, and digital trust architecture models for public interest AI. These will be disseminated through peer-reviewed publications, policy briefs, and multi-stakeholder workshops. My long-term goal is to enable emerging economies to scale safe, auditable, and human-centered AI governance models. I welcome cross-sector collaborations, standards contributions, and grant-funded partnerships that advance ethical AI at both global and local levels.

Subject Matter Expertise

• ☆ Computer Science
• ☆ Information Technology
• ☆ Health & Safety Engineering
• ☆ Data Analysis
• ☆ Machine Learning
• ☆ Artificial Intelligence
• ☆ Research Methodology
• ☆ Technology Law

Services

• Writing
• Research
• Consulting
• Data & AI
• Product Development
• Product Development

Writing Medical Writing, Non-Medical Regulatory Writing, Technical Writing, Business & Legal Writing, Copywriting, Creative Writing, General Proofreading & Editing

Research User Research, Fact Checking, Gap Analysis

Consulting Digital Strategy Consulting, Scientific and Technical Consulting, Financial Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Big Data Analytics, Text Mining & Analytics, Data Mining, Data Cleaning, Data Processing

Product Development Recipe Development, Deformulation, Stability/Shelf Life Testing, Product Evaluation, Product Validation, Quality Assurance & Control (QA/QC), Product Compliance , Concept Development

Work Experience

Kampala International University

- Present

Education

PhD in Information Technology (Computing)

Kampala International University

January 2023 - June 2026

Masters in information technology (Computing)

Kampala International University

January 2017 - December 2019

Certifications

• Cisco Certified Network Professional

  cisco inc

  January 2026 - January 2026

Publications

JOURNAL ARTICLE

Joe Mutebi, Brian Mugisha, Ibrahim Adabara, Muhammad Tukur (2026). The review of ICT requirements to suit Competency-Based Education and Training in Higher Education in Uganda . F1000Research.

ADABARA I, Olaniyi Sadiq B, Nuhu Shuaibu A et al. Policy Brief: Ethical Governance for Healthcare Cybersecurity: A Protocol for Agentic Artificial Intelligence [version 1; peer review: 2 approved with reservations] F1000Research 2026, 15:400 (https://doi.org/10.12688/f1000research.178567.1) .

IBRAHIM ADABARA, Bashir Olaniyi Sadiq, Aliyu Nuhu Shuaibu, Yale Ibrahim Danjuma, Venkateswarlu Maninti, Mutebi Joe (2026). Policy Brief: Ethical Governance for Healthcare Cybersecurity: A Protocol for Agentic Artificial Intelligence . F1000Research.

Ibrahim, Adabara, Olaniyi Sadiq, Bashir, Nuhu Shuaibu, Aliyu, Ibrahim Danjuma, Yale, Maninti, Venkateswarlu, Joe, Mutebi (2026). Designing ethically aligned agentic AI systems for cybersecurity: a conceptual framework . AI and Ethics.

ADABARA I, Olaniyi Sadiq B, Nuhu Shuaibu A et al. Trustworthy agentic AI systems: a cross-layer review of architectures, threat models, and governance strategies for real-world deployment [version 1; peer review: awaiting peer review] F1000Research 2025, 14:905 (https://doi.org/10.12688/f1000research.169927.1) .

IBRAHIM ADABARA, Bashir Olaniyi Sadiq, Aliyu Nuhu Shuaibu, Yale Ibrahim Danjuma, Venkateswarlu Maninti (2025). Trustworthy agentic AI systems: a cross-layer review of architectures, threat models, and governance strategies for real-world deployment . F1000Research.

IBRAHIM ADABARA, Bashir Olaniyi Sadiq, Aliyu Nuhu Shuaibu, Yale Ibarahim Danjuma, Maninti Venkateswarlu (2025). A Review of Agentic AI in Cybersecurity: Cognitive Autonomy, Ethical Governance, and Quantum-Resilient Defense . F1000Research.