F

financial-analysis

CampGrid is a modular campground management specification designed to connect every aspect of campground operations, from sites, reservations, rentals, and private ownership to maintenance, utilities, shared community services, accounting, tax reporting, and financial optimization. It provides a unified framework for understanding and managing the campground from the physical infrastructure to the complete financial picture. https://roxanneardary.com/campgrid/

BalanceForward is an open source deterministic financing specification that helps businesses design sustainable debt-refinancing solutions based on a borrower's income, cost of living, repayment capacity, qualifying debt, and collateral. With a fixed 5% interest rate, maximum 50% collateral advance rate, and 20-year maximum term, BalanceForward provides a modular framework for predictable, transparent, and borrower-centered financing. https://roxanneardary.com/balanceforward/

NextState is an open-source AI platform that empowers citizens to track, calculate, and optimize dividends from state-owned resources. Inspired by Alaska's Permanent Fund, it puts government profits back into the hands of residents, promoting transparency, equity, and informed decision-making. The platform provides personalized dashboards, AI-driven projections, migration and policy simulations, and comparisons between states based on dividends, education, healthcare, and cost of living. Advanced features include financial planning integration, predictive analytics, gamification, and sustainability metrics. https://roxanneardary.com/nextstate/

DecisionAI is an open-source AI financial intelligence platform that simplifies investment disclosures, explains shareholder voting, and analyzes portfolio risk through trend, forecasting, and regulatory intelligence. It continuously tracks market data, innovation progress, and evolving laws to provide forward-looking insights about the foreseeable future. Built for transparency and explainability, it helps users make informed financial decisions with clear reasoning, scenario modeling, and up-to-date regulatory awareness. https://roxanneardary.com/decisionai/

OpenLabor Model is an open-source framework that standardizes complex compensation structures into measurable economic value. It converts wages, housing, land use, and other non-cash benefits into a single effective hourly rate, then compares it against legal minimum wage, tax impact, and regional cost of living. The project is designed to provide transparent, reproducible, and data-driven insight into the true value of work. https://roxanneardary.com/openlabor-model/

FailureMap is an open-source AI venture intelligence platform that analyzes startups through a risk-first, evidence-based lens. Instead of focusing on hype or valuations, it identifies structural weaknesses, market vulnerabilities, and operational failure points using modular analysis engines. Built for transparency and extensibility, FailureMap helps developers, researchers, and analysts understand why companies fail before they scale. https://roxanneardary.com/failuremap/

Road Systems Watch is an open-source civic infrastructure platform that maps and tracks road construction activity across cities, counties, and states. It combines citizen reporting, public project data, contracting records, and AI-driven analysis to create a living record of how roads are built, funded, and repeatedly repaired over time. The system provides transparent, structured insights into infrastructure activity, including project history, funding sources, and contractor involvement when available. https://roxanneardary.com/road-systems-watch/

Feedback Living Model (FLM) is a systemic intelligence framework that models markets and economies as evolving feedback organisms. It maps capital flows, structural dependencies, narratives, and behavioral agents into a unified simulation system to analyze how feedback loops generate cycles of expansion, instability, and collapse. Instead of forecasting outcomes, FLM explores how interconnected systems evolve under stress, revealing structural fragility and emergent market behavior. https://roxanneardary.com/feedback-living-model/

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/

About Behavioral finance meets machine learning. Early-warning system to forecast S&P 500 downturns using sentiment, volatility, and unemployment data — with SHAP explainability ,Gradio and Hugging Face deployment.

https://huggingface.co/spaces/Artur-Melnyk/Market-Mood-Forecasting