Index · 11 projects

Selected work

Every project here is real and in active development. Status pills tell you how far along each is; clicking through gives the premise, current state, and what's next.

Trade study01

Mars Satellite Architecture

Architecture study for delivering useful orbital infrastructure to Mars on a faster, cheaper timeline.

aerospacespacecraftresearch

Prototype02

Hopping Planetary Rover

Ballistic hopping rover with validated SpaceBok-style four-bar parallelogram kinematics for Mars and lunar surfaces.

aerospaceroboticsresearch

Prototype03

Design Graph

A Neo4j-backed digital thread for effectivity-aware design traceability across spacecraft and hardware programs.

toolinginfraaerospace

Prototype04

LLM Self-Improvement Loop

Rejection-sampling fine-tuning of Qwen3.6:35B-A3B on a single AMD V620, weights-mutating not prompt-tweaking.

AI/LLMtoolingresearch

Prototype05

AI-Driven PCB Pipeline

Intent in English → SKiDL circuit → KiCad board → fab-ready Gerbers, with an LLM as the systems architect.

toolinghardwareAI/LLM

Production06

Closed-Loop GPU Cooling

Feed-forward + PID daemon driving an Arctic P9 Max through an NZXT HID controller — because the BIOS wouldn't.

hardwaretoolinginfra

Prototype07

Multimodal PDF Review Pipeline

Scrapes PDFs, runs a multimodal judge + text critic via local Ollama, emits an HTML report.

AI/LLMresearch

Production08

Open-Loop Daily Digest

An experiment running in public: a local LLM writes a daily research digest with zero human curation, and posts it here.

AI/LLMtoolingresearch

Prototype09

Ruin Detection from Orbit

Vision pipeline that hunts for archaeological anomalies in satellite tiles with LLM-assisted confidence scoring.

AI/LLMresearch

Concept10

Reimagining the Satellite Bus

Trade-study program rethinking standard satellite bus design from first principles for non-standard mission profiles.

aerospacespacecraftresearch

Concept11

VLEO Propulsion Research

Open research area exploring air-breathing electric propulsion concepts for the very-low-Earth-orbit regime.

aerospacespacecraftresearch