Projects

Selected Projects

A selection of projects spanning scientific machine learning, automated data workflows, nanomaterials, and bio-nano applications.

Scientific ML

Computer Vision for Nanoparticle Detection

A machine learning side project focused on identifying very small nanoparticles in noisy cellular imaging data.

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Automation

Automated Microscopy and Spectroscopy Pipeline

A reproducible workflow for batch processing large experimental datasets from microscopy and spectroscopy studies.

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Bioapplication

Lipid-Coated Plasmonic Nanomaterials

Work at the interface of nanomaterials, biological assays, viral inactivation, and therapeutic relevance.

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Physical Systems

Excitation Transfer in Plasmonic Nanoparticles

A project in plasmonic hybrid systems that became the turning point for my move into coding and automated analysis.

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