experience
projects
research
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enterprise architecture; systems for observability, control, and internal tooling
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temporal prediction of bypass graft outcomes
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ml research and infrastructure development
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multi-agent system for cross-domain knowledge structuring across enterprise tools
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llms for unstructured clinical data interpretation
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sequential deep learning algorithms for multi-vehicle interaction analysis
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placeholder
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lower extremity bypass graft occlusion prediction through integrative analysis of longitudinal data collected in duplex ultrasound exams and lower extremity arterial doppler exams
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zero-shot learning with minimum instruction to extract social determinants and family history from clinical notes using gpt model