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financial-analysis

Intraday fundamental trading assistant for Forex (8 majors) & Gold (XAU/USD). 24/7 data collection → AI analysis → daily game plans with educational explanations. Manual trading only.

GrantChain is an open-source public accountability platform that traces the journey of federally funded medical research from university discoveries and patents to pharmaceutical licensing, commercialization, prescription pricing, and consumer purchases. By combining public records, research data, AI-powered analysis, and user-submitted prescription receipts, GrantChain connects public investment to commercial outcomes and makes the flow of medical innovation and its financial impact more transparent. Its mission is to equip consumers, researchers, and advocates with the evidence needed to examine accountability, affordability, and the public benefit of taxpayer-funded medical discoveries. https://roxanneardary.com/grantchain/

Vestique is an AI-powered investment intelligence platform that delivers comprehensive ETF research, financial analysis, risk assessment, and portfolio monitoring. It evaluates market conditions, underlying holdings, valuations, and investment risks to provide evidence-based insights and recommendations that support informed decision-making, strategic investing, and long-term capital preservation. https://roxanneardary.com/vestique/

HarvestWise is an open-source AI-powered investment intelligence and tax optimization platform designed to identify tax-saving opportunities, optimize tax-loss harvesting, monitor wash-sale risks across multiple brokerages, and analyze investment income, market volatility, and portfolio resilience. It delivers actionable financial insights through personalized reports, market intelligence, and regulatory monitoring while ensuring that every financial transaction requires explicit human consent. https://roxanneardary.com/harvestwise/

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/

Municipal Resource Intelligence is an open source AI specification designed to help municipalities identify actionable savings, optimize public services, compare municipal and private service costs, evaluate personnel and compensation, and measure the economic impact of reforms. The system tracks verified savings, recalculates potential property-tax reductions, generates property-specific tax impact reports, and provides transparent, auditable data to support informed municipal decision-making. https://roxanneardary.com/municipal-resource-intelligence/

ActionCheck is an open-source civic accountability platform that tracks political promises, votes, financial activity, corporate ties, and board memberships, using AI to identify deviations, contradictions, and potential conflicts while giving citizens evidence-based tools to evaluate candidates. https://roxanneardary.com/actioncheck/

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/

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