I build practical AI systems across research, developer tools, and products.
Currently: Luxen AI · Georgia Tech CyFI · Incoming Georgia Tech CS
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A controlled 200-task study reached 94.5% success with a fine-tuned 3B specialist versus 95.5% for a 72B baseline, at 84.8% lower cost per successful task. Study and frozen results · Later Regimen integration work |
A voice-first iPhone app that turns on-device transcription and photos into IFC-grounded construction defects, then syncs BCF issues for architect review. Selected for a live pitch to YC investors at the YC × Google DeepMind hackathon · SwiftUI |
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A local-first desktop workspace for managing master and subagent sessions, shared context, runtime switching, and human review without requiring a hosted backend. Electron · TypeScript · Multi-agent systems |
A research system for policy classification, causal audit, and crash-risk forecasting across a 51-state alcohol-policy panel. Interactive dashboard · Preprint · Causal inference |
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Luxen AI — Co-Founder & Engineering Lead · Dec 2023–present. Building applied-AI products and developer tools from user discovery through architecture, evaluation, and deployment.
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Georgia Tech CyFI — Undergraduate Researcher · Jun 2026–present. Reproduced the supported NVIDIA Nemotron Elastic 12B parent and 9B/6B subnetworks on an A100, documenting configurations, width slicing, and current evaluation limits.
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University of Arizona Precision Aging Network — Research Intern · Summer 2025. Analyzed biological-aging measures in R and Python, reporting null findings and confounding constraints rather than forcing a preferred result.
Debatica · SchoolPulse AI · A.C.R.E. · S.A.B.E.R.
Incoming Georgia Tech CS · Peoria, Arizona