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LOSS is a high-speed, "split-stack" financial dashboard designed to strip away market noise. By combining mathematically rigorous technical indicators with VADER-powered AI sentiment analysis, LOSS delivers objective, real-time Buy, Sell, or Hold verdicts in under two seconds.
Wrapped in a distraction-free, "Brutalist" user interface, this tool is built for traders who rely on data, not hype.
Modern financial websites are bloated with ads, conflicting opinions, and unnecessary jargon. LOSS solves this by automating the math and reading the news for you.
Instead of a monolithic architecture, LOSS uses a Split-Stack approach:
A Vercel Relay handles raw data fetching, bypassing CORS and rate limits.
A Render Python Backend acts as the "Brain," executing heavy machine learning and NLP tasks.
A React Frontend pieces it all together instantly.
Try the live application in action here: https://loss-by-vignesh.vercel.app before downloading the source code
Features
- AI Trading Verdicts
- Vibe Check (Sentiment Analysis)
- Automated Technicals
- Price Forecasting
- Interactive "Brutalist" Charts
Project Samples
