Projects
Filter the portfolio by research category or status. The scores emphasize technical depth and practical usefulness rather than popularity alone.
Showing 18 of 18 projects
Quantum-Enhanced Language Model, an experimental hybrid quantum/classical NLP framework using Python, OpenQASM, Qiskit, token maps, and quantum attention-like blocks.
Experimental research software; not a validated replacement for modern production LLMs.
Conceptual cancer/healthy-cell simulator for hypothesis generation, signal review, non-medical experiment comparison, and report export.
Conceptual simulator only. Not medical advice, not a clinical prediction tool, and not a treatment recommendation system.
Experimental local AI and learning architecture exploring persistent memory, multi-model coordination, async learning, and QELM-inspired learning paths.
Experimental architecture; accuracy comparisons require published benchmark evidence.
Hybrid qubit concepts for real-world applications and quantum software exploration.
Early research concept; quantum hardware validation would require controlled run data.
User-controlled tooling intended to connect AI Rings to local or remote AI systems.
Prototype integration work; capabilities depend on connected models and devices.
Ultrasonic emitter project in the hardware/tools branch of the organization.
Prototype hardware concept; not safety-certified equipment.
AI plant database for image identification, disease review, and watering or feeding schedule support using weather context.
Educational support tool; plant health output should be reviewed against trusted horticulture sources.
Smarter Bluetooth tooling for device communication experiments.
Prototype device tooling; deployment depends on target hardware and permissions.
Waste ink counter reset tooling in the practical utilities branch of the organization.
Utility software; device warranty and maintenance implications should be understood before use.
Scientific operating-system concept integrating Qiskit and AI tooling for research workflows.
Conceptual system direction; finished operating-system claims would require a working release.
GUI-friendly SSH and GitHub upload tool for handling large files and repository workflows.
Developer utility; repository permissions and credentials remain account-controlled.
Legacy trigger-based pet feeding system using device, command, or pet input triggers.
Legacy concept preserved for project history.
Legacy temperature monitoring system for tracking devices across output modules.
Legacy project retained as historical context.
Materials study focused on economic extraction and recreation of natural and non-natural hydrophobic coverings.
Research direction; performance claims require controlled test data.
Winter-resistant concrete concept exploring reduced breaking under winter conditions and snow or ice prevention.
Conceptual materials research; not certified for road or structural use.
Study of edible or washable fruit coating concepts intended to slow spoilage.
Research concept only; food-contact safety requires validated materials and testing.
Superworm gut-bacteria research direction exploring polystyrene degradation and polymer waste concepts.
Research framing; specific organism claims require peer-reviewed validation and reproducible datasets.
Early polymer coating work that evolved into the hydrophobic materials research direction.
Legacy materials work preserved as project history.