Work
Projects
Research Projects
Multi-hit Model of Cancer Simulation
Bioinformatics Projects Lab · Seattle University · 2025
Numba-accelerated stochastic simulation with seeded, reproducible parameter sweeps
Built a stochastic, multi-step cancer progression simulation in Python using NumPy for core computations and Numba to accelerate performance-critical simulation loops.
Crosslink of Data in ICcl Neurons of Barn Owls
Computational Neuroscience Research · Seattle University · 2026
ITD×ILD analysis pipeline with Parquet/HDF5 outputs batched across neurons
Built a cross-linked analysis pipeline for ICcl neurone ITD×ILD responses by importing CSV data with pandas and converting MATLAB (.mat) files using SciPy and NumPy into standardised, analysis-ready matrices.
Urban Wildlife Camera Traps & Community Reports Analysis
Ecology Research & Poster · Seattle University · 2024
Fused camera-trap and community datasets in R with reproducible spatial mapping
Integrated camera trap and Carnivore Spotter datasets in R using dplyr and tidyr for joins, cleaning, and feature engineering, with reproducible dependency management via renv.
DNA Circuit Board Perforation System
Biophysics Research · Seattle University · 2026
Characterized electrical breakdown thresholds across DNA circuit geometries
Constructed DNA-based computational circuit boards using programmable DNA self-assembly, designed to mimic semiconductor routing layers through spatially constrained helix networks, crossovers, and strand-displacement logic motifs.
Personal Projects
College Transfer Application
Full-Stack AI · Computer Science · 2026
768-dim embeddings · 2,944 institutions · 4-step matching pipeline
Built a full-stack AI web app in FastAPI and Next.js to automate college transfer workflows, course equivalency matching, admission letter parsing, and multilingual document translation.
Neural Pathway Simulation
Neuropharmacological Visualisation Tool · 2026
EC50/Hill pharmacodynamic models with an interactive Three.js brain
Built a full-stack platform that simulates how drugs interact with neural receptors in real time, designed for college students who need fast, data-driven visualisations.
Hackathon Projects
Carta Clara
Seattle University × University of Washington AWS Hacks 2026
A native iPhone app that turns frightening English mail — immigration notices, court letters, suspected scams — into a plain summary in Spanish or English, a deadline, a scam check, and a path to a free lawyer. The user picks the output language right after the splash screen, before the camera opens, so every subsequent screen renders in that language. It never gives legal advice; it refuses, visibly, whenever a question crosses that line.
Seaside
CascadiaJS Hackathon 2026
A simulation environment that places 400+ AI agents in the city of Seattle. Each agent has a name, personality, job, home address, and daily routine. Every day, an LLM plans their entire schedule based on who they are and what's happening in the world around them.
Mini Projects
MoBa
AWS PartyRock · AI App
An AI-powered cafe drink recommendation app built on AWS PartyRock. Helps users quickly choose boba or cafe drinks based on mood, weather, flavor preferences, caffeine level, and add-ons. Generates personalised drink recommendations, cafe suggestions, customisation tips, and drink visuals before purchase.