I'm a Computer Science student at UH Mānoa on the Data Science track, graduating in 2027. I like working on projects that connect software to something you can see or use, from tools for HAVEN’s island models to small simulations.
Outside of class and the lab, I play video games, go hiking, and eat lots of food.
HAVEN brings Hawaiʻi’s energy and land-use data onto a physical model of the islands for policymakers and communities to explore. It’s the lab’s project with the Hawaiʻi State Energy Office; I work on the GIS tools, satellite imagery, and printed terrain that support it.
I built GeoHaven to replace a layer-conversion step the team used to do by hand. It takes GeoJSON and zipped shapefiles from the Hawaiʻi State Energy Office and turns them into projection-ready raster layers. Python handles the conversion, with a Next.js interface for researchers to manage their layers.
Toggle a layer and select a property to see its values on the islands. Hover over an area for its details. Use the arrows to reorder layers; the first draws on top.
Layers load with the terrain.
I operate the lab’s Modix Big-120X, a large-format printer that produces HAVEN’s terrain models. I also keep it running: diagnosing failed prints, troubleshooting hardware, and replacing parts.
An energy simulation prototype I built in Godot for HAVEN.
I took this course project from raw Bluesky posts to a dashboard showing how sentiment shifts around real-world events. An XGBoost bot detector achieved 96.25% recall on automated content, and a fine-tuned RoBERTa model classifies sentiment for the rolling-average chart.
Python, TypeScript / JavaScript, Java, C#, SQL, MATLAB, LISP
PyTorch, Hugging Face, scikit-learn, XGBoost, Optuna, pandas
GeoJSON / shapefiles, raster & vector layer processing, Google Earth Engine, projection mapping, Unity, Godot
Linux, Docker Compose, Caddy, Tailscale (WireGuard), PostgreSQL
CAD modeling, large-format FDM 3D printing, through-hole soldering, hardware debugging, ZMK firmware
I use this box for DNS, passwords, Git repositories, and search. I handle upgrades, backups, and recovery, with Tailscale for access away from home.
More time than is reasonable has gone into these two keyboards. I hand-soldered a Corne and a Totem, modeled parts for them in CAD, and debugged the shorts and continuity faults along the way. Both run ZMK firmware with layered keymaps I write, build, and flash myself, so the software is as much a part of the project as the hardware.