I’m a Cybersecurity Analyst, AI Safety & Responsible AI practitioner, educator, and Founding CEO of AQ’S CORNER, where I build practical tools, education, and safeguards that help people and organizations use technology more safely and responsibly.
My work sits at the intersection of cybersecurity, AI safety, human-centered technology, risk, and education. I’m especially interested in turning complex security and AI concepts into systems, tools, and experiences people can actually understand and use.
Cybersecurity & Risk: Experience across incident response, security planning, governance, compliance, cloud environments, and NIST frameworks including NIST SP 800-53, 800-37, and 800-61.
AI Safety & Responsible AI: Building and evaluating practical guardrails around human oversight, transparency, data minimization, evidence, responsible use, and AI-assisted decision-making.
AI Evaluation & QA: Applying my background in software testing and quality assurance to AI response evaluation, rubric development, deterministic rules, edge cases, and human-centered testing.
Human-Centered Development: Building AI-assisted web tools and prototypes that prioritize usability, clear limitations, privacy, and meaningful human control.
Cybersecurity Education: Designing workshops, books, programs, and interactive experiences that make digital safety approachable for youth, families, older adults, educators, and organizations.
My current projects explore what happens when cybersecurity, responsible AI, human-centered design, and practical development meet.
Recent work includes tools for cybersecurity and AI readiness, employment-opportunity safety, parent awareness of youth digital platforms, and responsible technology decision-making.
My projects intentionally emphasize clear guardrails, human oversight, transparency, privacy, and practical risk reduction rather than technology for technology’s sake.
I believe technology should not only be powerful. It should be understandable, accountable, and designed around the people who actually have to use it.
That principle connects everything I build, from cybersecurity education to AI evaluation and safety-focused tools.
Employers who value human-centered cybersecurity, responsible AI, thoughtful evaluation, and clear communication.
Partners and organizations ready to co-create practical resources, workshops, tools, and learning experiences that make technology safer and easier to understand.
Families, educators, small businesses, and community organizations who believe cybersecurity and AI safety should empower, not intimidate.
Protection should feel like power, not panic.
🌐 AQ’S CORNER: https://aqscorner.com