Topo maps and Meshtastic mesh networking in MGRS navigator
Wrote a protobuf encoder from scratch to integrate Meshtastic with no React Native SDK.
Offline group-safety mesh for hikers: ESP32 + GPS + LoRa, with a firmware-in-the-loop simulator and 3D replay viewer
Multi-hop LoRa relaying keeps groups connected when cellular fails completely.
Hiking groups, outdoor guides, search and rescue teams
Garmin inReach · Somewear Global Hotspot · GoTenna Mesh
Wrote a protobuf encoder from scratch to integrate Meshtastic with no React Native SDK.
Tile preprocessor makes VLMs accurately parse Pokémon screenshots for 130-char mesh messages.
LoRa mesh SAR app with voice, maps, and live team tracking—works without cell towers.
Vertical sidebar with AI grouping, but OneTab and Workona already dominate this space.
Masked-token pretraining on CAD meshes achieves 0.729 R² reconstruction.
Static rule engine on ESP32 publishes conditioned data to NATS without allocating.