What we've built so far, with full source code and documentation.
Arduino-controlled scanning microscope that generates 2D and 3D intensity maps. A 650nm laser rasters over a sample while a photodiode captures reflected intensity at each coordinate. A Python GUI handles acquisition, FFT sharpening, deconvolution, and optional neural upscaling.
A 3D molecule viewer built with C++ and OpenGL. Enter a formula or build atom by atom — it calculates VSEPR geometry, bond orders, formal charges, and dipole moments on the fly without any external physics library.
A Python-based FRC strategy engine. Leverages The Blue Alliance API and Statbotics to generate predictive rankings, compatibility "Fit Scores", and Monte Carlo match simulations. (updated for 2026)
Uses an ESP-32 S3 Dev module to process microphone information to send back to a server for AI processing. If the AI determines it needs addtitional context, it will take a snapshot from the ESP-32 AI Thinker camera, then speak the output through a speaker.