Software systems, laboratory work, materials studies, and practical builds.

Quantum-Enhanced Language Model, a public hybrid framework with trainable quantum channels, amplitude-and-phase features, attention and feed-forward paths, next-token training, saved-model tools, and QSA-backed exact execution.

Qubit State Algebra 0.2, QELM's compiled C++20 exact runtime for certified structural execution, reusable tensor and estimator plans, parameter sweeps, adjoint gradients, and QSC state transport.

QSec 0.5 is an open-source security and evidence layer that binds execution identity, authorization, quantum state, calibration, entropy, and evidence history around classical, quantum, and AI systems.

Runnable quantum cognitive telemetry and learning software for QELM with state-vector and hardware-count capture, append-only SQLite memory, recurrence, and consolidation.

OncoForge 0.7.0 combines evidence-backed Target Forge gate hypotheses with a separate profile-driven conceptual simulation environment and inspectable research records.

A protected local intelligence system joining QELM, governed memory and semantic action, checkpointed learning, model orchestration, recovery, and controlled QSA-backed evaluation.

Hybrid qubit concepts for real-world applications and quantum software exploration.

User-controlled tooling intended to connect AI Rings to local or remote AI systems.

Ultrasonic emitter project in the hardware/tools branch of the organization.

A dedicated greenhouse intelligence and Alaska plant-identification system built from the public Plant Kiosk and Secret Garden field tools.

Smarter Bluetooth tooling for device communication experiments.

Waste ink counter reset tooling in the practical utilities branch of the organization.

Scientific operating-system concept integrating Qiskit and AI tooling for research workflows.

GUI-friendly SSH and GitHub upload tool for handling large files and repository workflows.

Legacy trigger-based pet feeding system using device, command, or pet input triggers.

Legacy temperature monitoring system for tracking devices across output modules.

Materials study focused on economic extraction and recreation of natural and non-natural hydrophobic coverings.

Winter-resistant concrete concept exploring reduced breaking under winter conditions and snow or ice prevention.

Study of edible or washable fruit coating concepts intended to slow spoilage.

Superworm gut-bacteria research direction exploring polystyrene degradation and polymer waste concepts.

Early polymer coating work that evolved into the hydrophobic materials research direction.