WORK / 2024—PRESENT

AI infrastructure and backend systems

Eight projects spanning AI orchestration, production software, LLM evaluation, scientific machine learning, and data systems.

8 projects

01
Oak Ridge National Laboratory · May — Jul 2026

AI Infrastructure Pipeline

Reliable infrastructure for asynchronous, multi-stage AI workflows in a national-laboratory environment.

AI Infrastructure / Backend Engineering / Scientific Machine LearningPython · FastAPI · Docker · Async I/OSummer 2026
02
Blueprint at Berkeley · Feb 2026 — Present

Volunteer Application and Routing Platform

A production cloud application and constraint-aware routing system for Amigos de Los Rios.

Backend Engineering / Public-Interest TechnologyReact · Next.js · AWS Lambda · SupabaseOngoing
03
Carnegie Mellon University · Mar 2025 — Present

Modular LLM Evaluation Framework

Backend infrastructure for orchestrating LLM experiments across multiple model environments.

AI Infrastructure / Backend EngineeringPython · LLM APIs · Experiment pipelines · Automated evaluationOngoing
04
Independent Project · 2025

EEG Vector Representation System

A vector representation pipeline for comparing Parkinson’s and healthy-patient EEG signals.

Neuroscience / Scientific Machine LearningPython · CEBRA · ChromaDB · EEGComplete
05
Garcia Center for Polymers at Engineering Interfaces · Jun — Dec 2024

Thin-Film Scientific ML

PyTorch and Gaussian-process models for predicting thin-film thickness from molecular properties.

Scientific Machine Learning / Materials SciencePyTorch · Gaussian Process Regression · Manifold learningResearch complete
06
University of California, San Francisco · Aug 2025 — Present

Bioinformatics ML and Data Pipeline

A large-scale machine-learning workflow for genomic and patient data.

Computational Biology / Scientific Machine LearningR · PCA · Clustering · Data pipelines125K+ patient rows
07
Garcia Center for Polymers at Engineering Interfaces · Jun — Dec 2024

Predictive Hydrogel Modeling

Rheological and predictive analysis of cross-linked F88DMA hydrogels.

Materials Science / BioengineeringRheology · Predictive modeling · F88DMA · APS / TEMED97% observed correlation
08
Independent Project · Ongoing

Opioid-Overdose Prevention Device

A modular device and monitoring application designed around physiological overdose signals.

Bioengineering / Backend EngineeringPhysiological monitoring · CAD · Full-stack applicationU.S. 63/657,693