Devntra
FinTechForge
Democratizing financial technology through an open-source, AI-powered platform that turns market noise into actionable intelligence.
Finance Tools for Everyone
Financial technology has historically been locked behind proprietary systems and expensive enterprise licenses. FinTechForge was engineered to change that — a fully open-source, modular platform that gives developers, students, and innovators a production-grade foundation to build AI-driven financial tools, from sentiment-powered news feeds to secure, real-time market dashboards.
AI Sentiment Engine
Leveraging Google Gemini AI to analyze financial news in real time, surface market sentiment scores, and translate data noise into decision-ready signals.
Secure Authentication
A robust Node.js auth system with JWT tokens, MongoDB-backed user management, and role-protected API endpoints across all financial data services.
Modular by Design
Devntra engineered FinTechForge around three independently deployable services — a Node.js auth & API layer, a Python AI backend powered by FastAPI and Gemini, and a React frontend — all built to be extended with new financial modules as the platform grows.
Python AI & Sentiment
A FastAPI-powered Python backend runs the Gemini AI sentiment pipeline — ingesting financial headlines, scoring market mood, and exposing clean API endpoints consumed by the React dashboard.
React Financial Dashboard
A sleek, responsive React interface displays live sentiment scores, trend charts, and financial analytics — all wired to real-time API responses.
Modular Extensibility
Engineered for growth — Portfolio Recommendation Engine, Price Prediction, Financial Chatbot, and Live API integrations are all mapped in the roadmap.
Node.js auth, Python AI backend, and React frontend — each independently deployable and scalable.
Real-time financial news analyzed by Gemini AI to surface market sentiment and decision signals.
Fully open-source with contribution guidelines, issue templates, and an active community discussion board.
“FinTechForge gave us everything we needed to build a working financial analytics tool in days rather than months. The open-source architecture is clean, the AI sentiment pipeline is genuinely accurate, and the modular design means we could extend it endlessly.”
Ready to build your next FinTech product?
Let's discuss how our modular, AI-first approach can accelerate your financial platform from idea to production.