Systems of Interest

Research/Conceptual Systems

Discovery, Validations, Insights

Workflows and Automations

Orchestration, Operational Systems

Meta Systems

Cognitive Systems, Cognitive Models

Decision Systems/Adaptive Systems

Decisions, Recommendations, Risk, Agents

Data Systems

BI, Pipelines, Machine Learning

Predictive Systems

Adaptive, Personalized and Autonomous Systems

I design and build intelligent systems end-to-end—from data and models to decision logic and operational workflows. I’m especially interested in systems that must adapt, reason, and remain interpretable over time.

What I do

Work spanning healthcare systems, banking, AI platforms, and applied research

Data Science and Machine Learning

Applying machine learning to real problems, with an emphasis on robustness, interpretability, and integration into larger systems.

Developing agent-based systems capable of planning, reasoning, and acting within complex environments.

Workflow Automation

Designing automated workflows that connect data, models, and decisions—ensuring systems operate reliably at scale.

Research and Development (R&D)

Investigating new approaches to system design through experimentation, validation, and applied research.

Generative AI

Building generative systems that augment human reasoning, creativity, and decision-making—grounded in real operational needs.

Computational and Cognitive Neuroscience

Exploring how principles of cognition and learning can inform the design of artificial systems.

AI Agents

Latest Thoughts

View my latest articles

Get in touch