THOUGHTFUL AI FOR A HUMAN-CENTERED FUTURE

These questions are at the core of my work.
I operate at the intersection of AI ethics, systems resilience, and equitable biosecurity—asking not just what technology can do, but who it truly serves.

Artificial intelligence is profoundly transforming critical infrastructure, national security, and daily life. But for these systems to be genuinely beneficial, they must be trustworthy, resilient, and deeply aligned with human values—especially for communities that have traditionally been overlooked.

My research explores how AI amplifies both opportunity and risk, with a special emphasis on:

• Federated learning and decentralized technologies for privacy-preserving, equitable bio-weapon risk prediction and early warning
   
• The cascading impacts of adversarial AI and emerging threats
   
• Translating complex, interconnected risks into practical safeguards that put well-being, fairness, and security at the center
   

Through a multidisciplinary lens—spanning AI ethics, systems resilience, human-centered design, and responsible tech policy—I help shape frameworks and strategies that prioritize inclusion, transparency, and robust security at every stage.

Specialized Focus Areas:

• Equitable biosecurity and privacy-preserving threat detection
   
• Adversarial AI and risk mitigation for vulnerable systems
   
• Building human-centered, resilient solutions for real-world impact
   

Technology should empower, not exclude. It should break barriers, not reinforce them.

This core belief drives my commitment to ensuring advances in AI and biosecurity serve at-risk individuals and communities—addressing their needs first, not last.

As AI continues to grow in capability—and consequence—the need for safety, alignment, and ethical foresight is urgent. My goal is to anticipate emerging risks, design resilient safeguards, and help ensure that innovation remains anchored in human dignity, security, and equity.

While I am not currently accepting new clients or consulting engagements, I am always open to thoughtful collaborations and mission-aligned partnerships—especially projects that advance AI ethics, equitable biosecurity, and systems resilience.

For media inquiries, speaking opportunities, or collaborative research, please reach out via the secure contact form below.