gsoc

A final reflection on my GSoC 2026 work extending Scenic’s driving domain, with gratitude for my mentors and UC OSPO / OSRE.

In my GSoC Project Proposal, I set out to expand the LINQS Lab’s LMS-Toolkit functionality to support Moodle. I was eager to begin my open-source journey and excited to use my programming skills to contribute to a production software system.

A final reflection on building and deploying NRPilot: an open-source AI assistant that combines read-only Kubernetes diagnostics with official NRP documentation.

Midterm update for my OSRE'26 project with UC Santa Cruz OSPO: CauST now runs end-to-end on real spatialLIBD DLPFC data, where 25 causally-selected genes beat the HVG baseline — and the full 2,000-gene pool — on a donor the selection never saw.

A midterm reflection on building the NRPilot backend: the architecture, progress so far, challenges, and next steps.

A midterm reflection on my GSoC 2026 work on ENTS/DirtViz: sensor catalog discovery, derived equation panels, and moving CSV export into the browser.

A midterm update on bringing PeerSky to mobile with Bare, Hypercore, Holesail, P2PMD, and a React Native browser shell.

A midterm update on implementing full data portability, P2P IPFS/Hypercore backup sharing, browser onboarding flows, and profanity filtering for PeerSky Browser.

This summer, I have been developing the LMS Toolkit functionality for Moodle. The LMS Tookit provides a set of tools and Python interface for learning management systems (LMSs) such as Canvas, Moodle, and Blackboard.

A midterm reflection on my GSoC 2026 work extending Scenic’s driving domain: what I’ve accomplished so far, what I’ve learned, and where the project is headed.