D

data-analysis

CargoSphere is a modular open specification for commercial maritime intelligence, connecting port infrastructure, asset records, ownership structures, operators, trade relationships, risk analysis, and economic data into a unified intelligence framework. Designed for extensibility, CargoSphere enables organizations to build transparent systems for understanding the assets, entities, and networks that drive global commerce. https://roxanneardary.com/cargosphere/

Dépôt pour le site web de l'Action nationale de formation CNRS "ERIC". Website.

EarthRoot Network is an open-source, AI-assisted infrastructure design system that generates location-aware, modular renewable energy and material solutions. It analyzes local environmental conditions, material availability, and cost constraints to produce optimized, buildable designs tailored to each region. Built around a modular architecture and continuous learning loop, the system enables adaptive, lifecycle-aware infrastructure planning that evolves through real-world deployment data under an AGPL 3.0+ open-source framework. https://roxanneardary.com/earthroot-network/

VaultCore OS is an AGPL-3.0+ financial intelligence platform that continuously verifies federally insured banks and credit unions, aggregates their financial products, and tracks real-time interest rates with full regulatory sourcing. Built as an open infrastructure system, it combines structured financial data, audit-grade verification pipelines, and an AI interface to deliver accurate, transparent, and source-backed insights into the U.S. banking system. https://roxanneardary.com/vaultcore-os/

FarmWeb Intelligence is an open-source agricultural intelligence platform that maps farms, ownership structures, public funding, and related public records into a unified relational graph. It connects corporate entities, production data, subsidies, and legislative sources to provide transparent visibility into how agricultural systems are structured and how public resources flow through them. https://roxanneardary.com/farmweb-intelligence/

This project involves comprehensive analysis of healthcare data to uncover meaningful patterns and relationships between various medical factors.

NeighborhoodGraph is an open-source civic intelligence platform that transforms housing, land, infrastructure, and community data into an interactive knowledge graph. It enables users to explore properties, ownership networks, neighborhood trends, and public infrastructure through AI-powered analysis and digital twin visualization. By connecting fragmented public records and geospatial data into a unified system, NeighborhoodGraph helps communities, researchers, and governments better understand how places change over time and how those changes impact people’s lives. https://roxanneardary.com/neighborhood-graph/

HabitaSense is an open-source, AGPL-licensed housing market analysis platform that uses AI to evaluate listings, detect inflated pricing, identify appraisal irregularities, and provide transparent, data-driven insights for renters, buyers, and researchers. https://roxanneardary.com/habitasense/

CasaBot is an open-source AI-powered real estate companion that continuously monitors property listings based on your exact criteria and delivers timely alerts when matching homes become available. It combines listing aggregation, market analytics, and conversational AI to help users understand pricing trends, inventory changes, and market conditions in real time. Designed for transparency and extensibility, CasaBot empowers home buyers with automated insights and intelligent search capabilities to make more informed purchasing decisions. https://roxanneardary.com/casabot/

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/

A data mining project analyzing hate crime patterns in the United States from 2017 to 2025, using clustering, predictive modeling, and association rule mining.

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/

TaxLensUS is an open-source AGPL-3.0+ system that analyzes U.S. corporate tax filings from SEC disclosures and combines them with public economic data to model how tax policy changes affect small businesses. It extracts structured tax data from financial reports, builds a tax policy knowledge graph, and uses AI-driven analysis to generate evidence-based impact reports with transparency and confidence scoring. https://roxanneardary.com/taxlensus/

MIT Horizon is an open-source research intelligence platform that tracks MIT projects, grants, patents, publications, corporate partnerships, and public benefit outcomes. It provides transparent insight into how innovation moves from funding sources to real-world impact, highlighting what becomes open source, privately held, or shared through hybrid models. https://roxanneardary.com/mit-horizon/

Wattonomy is an open-source energy decision intelligence platform that models real-world heating, cooling, and utility systems based on location, cost, and performance data. It evaluates installation costs, monthly energy usage, and lifetime expenses while incorporating verified federal, state, and utility incentives. By combining deterministic financial modeling with transparent, source-backed AI explanations, Wattonomy helps users understand the true long-term cost of energy systems before making installation decisions. https://roxanneardary.com/wattonomy/

RightGuide is an open-source AI-powered legal analysis platform that helps users understand laws that may apply to real-world situations based on their location. By combining jurisdiction-aware legal research with plain-language explanations, RightGuide identifies relevant local, state, and federal laws, explains potential legal concerns, recommends protective actions, and helps users locate appropriate reporting agencies and legal assistance resources. https://roxanneardary.com/rightguide/

LodgingMap is an open-source civic data platform that maps extended-stay hotels and lodging properties across the United States using publicly available records. It connects location data with ownership, deed history, and financing structures to create a transparent view of hospitality real estate. The project combines geospatial mapping and data analysis tools to help researchers, developers, and the public better understand how lodging properties are owned, funded, and repurposed over time. https://roxanneardary.com/lodgingmap/

SecurePath is an open-source, enterprise-grade framework for AI evaluation, red-teaming, and regulatory compliance. It provides sandboxed testing, policy-aligned metrics, multi-modal evaluation, training data sensitivity analysis, and historical compliance tracking, all while maintaining audit-ready logs and dashboards. Designed for organizations, enterprises, and research teams, SecurePath ensures AI safety, transparency, and regulatory assurance. https://roxanneardary.com/securepath/

Power Transparency Network (PTN) is an AGPL 3.0+ modular intelligence system that analyzes how energy is produced, controlled, owned, and experienced across the United States. It maps state-level energy generation, vendor concentration, and ownership sovereignty while extending into household-level energy independence modeling. The system is designed to expose structural dependencies in energy markets and provide transparent, data-driven insight into monopoly risk, energy resilience, and domestic infrastructure control. https://roxanneardary.com/power-transparency-network/

ChangeCore is a content intelligence system that continuously improves web pages by detecting outdated information, tracking relevance shifts, and aligning content with real-world truth and evolving user intent. It combines multi-agent analysis, external data ingestion, and AI search visibility optimization to ensure content remains accurate, discoverable, and useful over time. https://roxanneardary.com/changecore/