01↗Dynamic Optimization of Hyperparameters in Models
DOHM
A research project exploring how machine-learning systems can adjust learning rate, batch size, and epochs while training—making optimization more adaptive and efficient.
Read the paperDeveloper · Researcher · Student
Mostly software, sometimes research. Always learning.

North Carolina
Selected work
Research, useful tools, and sites made solo and with good people.
01↗Dynamic Optimization of Hyperparameters in Models
A research project exploring how machine-learning systems can adjust learning rate, batch size, and epochs while training—making optimization more adaptive and efficient.
Read the paper
02↗NASA Space Apps Challenge 2025
A collaborative knowledge engine using graph neural networks to help researchers navigate and understand biological data collected from space missions.
Visit project
03↗Public-interest data preservation
An accessible archive for public-health datasets at risk of becoming difficult to find, organized for researchers, students, and the public.
Explore archive
04↗A digital home for a sustainable restaurant
A warm, responsive restaurant experience built around Selvi’s farm-to-table approach, plant-forward menu, and eco-conscious identity.
Visit websiteStalker
A future corner for what I'm listening to, things I'm doing, photos I like, and whatever else feels worth sharing.
I'll fill this in when life gets interesting enough.
Along the way
May — Aug 2025
RTI International · Environmental Software Development & Operations
Built features for environmental SaaS products with a multidisciplinary team.
Aug 2024 — Present
North Carolina School of Science and Mathematics
Advanced math, science, research, and STEM enrichment.