I design and operationalize AI-enabled decision systems that transform fragmented workflows into scalable, governance-aligned environments.

My work integrates human–computer interaction, behavioral analysis, and AI governance to ensure systems are not only technically effective, but trustworthy, interpretable, and aligned with how people actually think and make decisions.

I specialize in translating complex AI capabilities into real-world systems that improve decision quality, reduce risk, and support long-term adoption.

What I Bring to the Table

• Human-Centered Decision Strategy: Expertise in qualitative and quantitative research to understand how decisions are made and operationalized in complex environments.

• AI Systems & Responsible Deployment: Experience integrating AI capabilities into operational systems while ensuring transparency, fairness, and auditability.

• Operational Impact: Proven ability to translate research, data, and technology into scalable decision systems that improve efficiency and organizational trust.

• Enablement & Adoption: Design of structured, governance-aligned workflows that enable teams to confidently adopt AI in decision-making.