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Expertise Areas
Applied AI & ML
Building practical AI systems that deliver measurable real-world value.
Model prototyping, evaluation, and deployment
Human-in-the-loop workflows and feedback loops
Cognitive Science
Understanding cognition to design systems that feel intuitive and adaptive.
Attention, memory, and decision-making research
Behavioral insights applied to product design
Human-Centered Design
Designing interfaces that balance clarity, trust, and usability.
Interaction design for complex AI workflows
Accessibility and inclusive design practices
Research & Development
Bridging academic insights with pragmatic engineering decisions.
Rapid experiments and validation cycles
Translating research into deployable systems
Education


PythonTensorFlowReactWebSockets
TypeScriptNext.jsPythonFastAPI
ReactNode.jsPostgreSQLscikit-learn
PythonOpenAID3.jsNeo4j