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legal

Vehicle Overlay System (VOS) is an open-source AGPL 3.0+ retrofit platform that adds a secure, modular intelligence layer to any vehicle using OBD-II or CAN interfaces. It provides connectivity, AI-driven services, hotspot networking, diagnostics, and V2X communication while remaining fully isolated from safety-critical vehicle controls such as braking, steering, and throttle systems. https://roxanneardary.com/vehicle-overlay-system/

Orbital Drive is an open-source regenerative energy framework for electric vehicles that explores how motion, airflow, braking, heat, and solar input can be coordinated into a unified energy recovery system. It is designed for simulation and experimental research into reducing wasted energy in motion through intelligent routing, modular subsystems, and adaptive optimization. https://roxanneardary.com/orbital-drive/

GlyphWorks is an open-source AI system that turns mission statements and core values into structured, explainable logo designs. Instead of generating visuals from prompts, it interprets meaning first and translates it into symbolic geometry, typography, and vector-based identity systems. Built under the AGPL-3.0+ license, it emphasizes transparency, reproducibility, and community-driven development. https://roxanneardary.com/glyphworks/

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

ClearSignal is an open-source platform that maps telecom companies, infrastructure, ownership hierarchies, board members, regulatory filings, financials, and network coverage worldwide. It provides researchers, regulators, and the public with a transparent, interactive, and verifiable database to study networks, corporate structures, and assets. https://roxanneardary.com/clearsignal/

KindredCode — Ideas Align Here A fully independent open-source repository hub that consolidates developers’ projects, repos, and contributions from X, GitLab, Bitbucket, personal websites, and more into one unified profile. AI-powered suggestions connect like-minded creators, surface complementary projects, and spark collaboration. https://roxanneardary.com/kindredcode/

NodeHR is an open-source, self-hosted HR concierge and workflow automation platform that transforms employee questions into secure, policy-aware actions. It combines AI-powered assistance with structured workflows to handle PTO requests, policy lookups, onboarding guidance, and internal HR processes directly within tools like Slack, Teams, or web portals. Designed for organizations that own their stack, NodeHR prioritizes privacy, encryption, modularity, and full auditability while eliminating repetitive HR workload through automation. https://roxanneardary.com/nodehr/

LittleCode is an open-source AI-powered design canvas that transforms natural language prompts—text, voice, or visual—into full, production-ready front-end code. Accessible to users of any age or skill level, it supports multiple frameworks, real-time previews, collaboration, and AI-driven design intelligence. With advanced features including accessibility tools, UX optimization, gamified learning, VR/AR support, and futuristic experimental capabilities like sentient-style AI and IoT integration, LittleCode enables anyone to see their design concepts come to life. https://roxanneardary.com/littlecode/

LatticeOS is a modular, human-in-the-loop operating system for governed multi-agent AI orchestration, designed to provide structured execution, deterministic workflows, and full auditability. Built around event-sourced transparency and explicit governance controls, LatticeOS enables intelligent systems where every agent action becomes structured, traceable history while keeping humans in control of all critical decision-making. https://roxanneardary.com/latticeos/

VeritasVote is an open-source, tamper-evident in-person voting machine. Fully auditable, cryptographically verifiable, and backed by paper ballots, it provides transparent and secure elections. Hardware and software are fully open for inspection, ensuring every vote can be trusted. https://roxanneardary.com/veritasvote/

QuantumLock is an open-source, quantum-resistant Bitcoin protocol designed to protect digital assets from future quantum computing threats. Featuring hybrid signatures, privacy enhancements, scalable architecture, and modular governance, QuantumLock ensures that Bitcoin remains secure, resilient, and future-proof. https://roxanneardary.com/quantumlock/

LaunchCraft is an AI-powered system that transforms user skills into actionable home-based business opportunities by analyzing personal abilities, identifying real market gaps, and generating structured execution plans. It goes beyond idea generation by connecting skill sets to validated demand signals and guiding users through practical steps to launch, validate, and grow profitable ventures. https://roxanneardary.com/launchcraft/

PersonaVenture is an open-source AI platform that helps individuals become entrepreneurs by leveraging their unique skills, talents, hobbies, and passions. It provides personalized mentorship, business planning, market insights, gamified challenges, and external tool integrations — all while keeping user data private with end-to-end encryption. Invest in yourself, unlock your potential, and build your future. https://roxanneardary.com/personaventure/

FoodLab is an open-source transparency platform that connects food brands, scientific studies, chemical compounds, and legislative frameworks into a single, structured, and fully traceable database. It is designed to document detected chemicals in foods, link them directly to published research, and map regulatory or legal provisions that may affect oversight or liability. The project is built for maximum transparency, auditability, and public accessibility under an AGPL-3.0+ license. https://roxanneardary.com/foodlab/

PantryPal is an open-source, AI-powered kitchen operating system that connects recipes, pantry inventory, and intelligent shopping into one unified platform. Users can discover and remix community recipes, track ingredients through text, voice, or image input, and use AI to instantly suggest meals based on what they already have. PantryPal also generates smart shopping lists, finds the best local prices, and helps reduce food waste through predictive inventory tracking and meal planning. https://roxanneardary.com/pantrypal/

FrontierForge is an AGPL 3.0+ open-source AI-powered research and invention platform designed to transform ideas into reality. By combining scientific research, patent intelligence, semiconductor analysis, architecture design, simulation, knowledge discovery, and autonomous innovation workflows, FrontierForge helps researchers, engineers, inventors, and organizations discover opportunities, generate breakthroughs, validate concepts, and accelerate the development of next-generation technologies. https://roxanneardary.com/frontierforge/

PatentCortex is a modular AI-powered patent intelligence engine that converts complex vehicle and machinery patents into structured, searchable engineering data. It decomposes patents into components and systems, analyzes design strengths and weaknesses, and enables semantic search and future-ready engineering workflows across analysis, comparison, and design exploration. https://roxanneardary.com/patentcortex/

Open Arsenal provides open, self-hosted software specifications designed for deployment across private and public networks. Built for portability, interoperability, and transparency, each specification gives organizations the freedom to implement and customize solutions without vendor lock-in while remaining free to use under the AGPL-3.0+ license with required attribution. Specification Branding Licenses available upon request. https://roxanneardary.com/open-source-projects/

Universal Peg Framework (UPF) is an open-source, modular protocol that allows any cryptocurrency, stablecoin, or fiat-backed asset to be pegged to any reference asset such as BTC, USD, gold, or baskets of assets. It features fully embedded on-chain governance, dynamic peg maintenance, multi-asset collateral support, oracle integration, and treasury management. Designed to be secure, transparent, and cross-chain adaptable, UPF provides a universal framework for creating stable, self-regulating pegged assets while maintaining compliance and auditability for both crypto and fiat systems. https://roxanneardary.com/universalpegframework/

LexCrosscheck is an AI-powered legal research and retrieval system designed to provide source-grounded legal analysis, verified citations, jurisdictional conflict detection, case briefs, legal writing, and legal arguments with human oversight. https://roxanneardary.com/lexcrosscheck/