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OmniScientia is a modular AI framework for scientific discovery that helps learners explore the natural world through curiosity, experimentation, and verified evidence. It combines adaptive AI tutoring, safe laboratory experiences, virtual experiment simulations, scientific source verification, and interdisciplinary learning across biology, chemistry, physics, Earth sciences, veterinary science, astronomy, and beyond. https://roxanneardary.com/omniscientia/

SolderSense is an open-source, privacy-first programmable mouse designed for full user control at every level—from hardware and firmware to macros and configuration. Built with auditable, reproducible components and a deterministic execution model, it eliminates telemetry, cloud dependency, and proprietary lock-in. It empowers users with secure, offline-first input control and optional local AI assistance, all while maintaining complete transparency and verifiability. https://roxanneardary.com/soldersense/

VINGuard is an open-source, VIN-based vehicle transparency platform that helps buyers and sellers access clear, verifiable vehicle history before a purchase is made. It aggregates accident records, title status, ownership history, maintenance logs, and AI-driven fraud detection into a unified transparency score, creating a more trustworthy and data-driven used car marketplace. https://roxanneardary.com/vinguard/

Sentryx is an open-source, modular cloud backup and data protection system designed to give users full control over their data through end-to-end encryption, distributed storage, and secure authentication. Built under the AGPL-3.0+ license, it combines a scalable architecture with optional AI-assisted intelligence and enterprise-grade security features, making it suitable for personal, organizational, and large-scale infrastructure use while remaining transparent and community-driven. https://gitlab.com/Roxanne_Ardary/sentryx

MeshCore is a modular, privacy-first infrastructure for managing digital identity, credentials, and secure authentication data across devices. Built as an encrypted, self-hostable system under the AGPL 3.0+ license, it unifies passwords, API keys, secure notes, and identity records into a connected identity graph. Designed with a strict modular architecture, MeshCore supports extensible components for autofill, sync, intelligence, and plugin-based expansion while keeping all sensitive data encrypted and under user control. https://roxanneardary.com/meshcore/

TrueRoute is an open-source, vehicle-aware navigation and travel intelligence platform that combines routing, real-time road conditions, scenic exploration, and AI-powered trip planning into a single modular system. Built on OpenStreetMap and designed for offline, mobile, web, and in-vehicle use, it adapts routes dynamically based on vehicle size, user intent, weather, and road conditions while turning every trip into a personalized travel experience. https://roxanneardary.com/trueroute/

TerraGuild AI is a modular artificial intelligence specification for creating regenerative food forests, permaculture landscapes, and resilient ecological systems. It combines generative design, botanical intelligence, environmental analysis, and ecosystem modeling to help users design abundant landscapes that support food production, biodiversity, and long-term sustainability. https://roxanneardary.com/terraguild-ai/

Beekeeper’s Guide to the Universe is an open-source, AI-assisted ecological intelligence platform designed to help users understand, design, and sustain pollinator ecosystems. It combines bee biology knowledge systems, habitat engineering tools, climate and microclimate modeling, plant and forage planning, predator and disease identification, visual AI diagnosis, spatial mapping, and ecological simulation into a unified system. Users can upload images or environmental data to receive context-aware guidance on hive placement, species care, habitat creation, and ecosystem health. The platform emphasizes long-term ecological balance, explainable AI reasoning, and non-destructive intervention strategies to support sustainable pollinator environments across different regions and climates. https://roxanneardary.com/beekeepers-guide-to-the-universe/

StrataAI is an open-source, modular AI system that analyzes global gemstone markets to generate transparent, data-driven fair market valuations. By aggregating auction data, distributor listings, certification records, and geological origin information, it builds a reproducible pricing model for precious stones using machine learning and structured market intelligence. https://roxanneardary.com/strataai/

MediNet AI is an open-source, community-driven AI platform for medical and dental image analysis. It provides multi-modal disease detection, predictive modeling, patient engagement dashboards, and automated workflow tools. Designed for clinicians, researchers, and patients, MediNet AI combines accuracy, explainability, and accessibility, enabling improved diagnostics, preventive care, and healthcare collaboration worldwide. https://roxanneardary.com/medinet-ai/

Layered Provenance Framework (LPF) is a composable open-source system for attribution-first web design that separates rendering, verification, and compliance into distinct layers. It enables consistent, non-coercive attribution display across digital environments while supporting optional licensing and organizational governance through a modular architecture. https://roxanneardary.com/layered-provenance-framework/

Horizon Framework is an open, modular AI architecture specification designed to help organizations build scalable, adaptable, and trustworthy AI systems. It provides a foundation for advanced memory, retrieval, multi-agent collaboration, fact verification, reporting, and explainable AI across any industry or deployment environment. https://roxanneardary.com/horizon-framework/

Cirra Chat is a modular, all-in-one communication platform designed to unify messaging across multiple providers into a single, extensible system. Built with a focus on scalability, modular architecture, and clean separation of concerns, it enables developers to integrate multiple messaging services through standardized adapters while maintaining a consistent user experience. The system is designed to support future real-time messaging, encryption layers, and plugin-based expansion. https://roxanneardary.com/cirra-chat/

PicPorter is an AGPL 3.0+ open source drag-and-drop uploader designed for seamless handling of images, videos, and files. Built for blogs, forums, platforms, and custom applications, PicPorter provides an intuitive interface, flexible backend storage options, file validation, and previews. Its open source nature allows developers to integrate, customize, and extend the uploader. https://roxanneardary.com/picporter/

QuantumSettle is an AGPL 3.0+ open-source AI financial operating system designed to deliver stable, denomination-guaranteed value transfer across volatile global markets. It combines real-time crypto and fiat conversion, intelligent liquidity routing, autonomous treasury management, and self-healing infrastructure into a unified settlement layer. Instead of relying on static exchange pricing, QuantumSettle uses AI-driven decision systems to continuously optimize execution timing, spreads, and routing to ensure users receive precise target value under changing market conditions. https://roxanneardary.com/quantumsettle/

GuardianEcho is an open-source, encrypted, identity-verified whistleblower reporting platform designed to help families safely report threats or misconduct from institutions while protecting reporter anonymity. Built under the AGPL-3.0+ license, it uses end-to-end encryption, strict identity separation, and secure audit systems to ensure reports are both verifiable and privacy-preserving. https://roxanneardary.com/guardianecho/

NextEquity is an open-source, AI-driven business simulation where players design, manage, and evolve companies inside a competitive market ecosystem shaped by automation, innovation, and workforce dynamics. The goal is to build profitable enterprises that remain resilient under pressure while ensuring that growth leads to shared prosperity rather than displacement. Through modular systems and emergent AI behavior, the simulation explores whether ethical, profit-sharing business models can outperform extractive ones and ultimately create an age of abundance for all. https://roxanneardary.com/nextequity/

AuthenticAI is an open-source, locally hosted AI governance platform designed to keep intelligence local and decisions accountable. It provides a trust layer between AI systems, autonomous agents, enterprise data, and external tools through metadata filtering, data minimization, retrieval trust scoring, model routing, human approval workflows, and MCP governance. AuthenticAI enables organizations to deploy AI securely with transparency, control, and accountability. https://roxanneardary.com/authenticai/

License Guardian Network is a modular semantic compliance and provenance system that detects specification usage across networks, verifies attribution requirements, and generates structured evidence and legal notices. It combines vector-based similarity detection, registry-based spec tracking, and automated compliance workflows to ensure licensing integrity in AGPL-3.0+ and SBL-enabled environments. https://roxanneardary.com/license-guardian-network/

OpenLedger Provenance System is an append-only, event-sourced knowledge infrastructure that records how information evolves over time through verifiable chains of events, evidence, and methods. It is designed for high-trust environments such as scientific research, archaeology, legal systems, and civic data, where every claim must be traceable, reproducible, and transparently linked to its origin and reasoning. https://roxanneardary.com/openledger-provenance-system/