> <center><h1> <b>Sentify <br> <h4><b>Turning News-Based-Sentiment into Crypto Certainty..<b></h4> </b></h1></center>
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> <center><h1> <b>Sentify <br> <h4>Turning News-Based-Sentiment into Crypto Certainty..</h4> </b></h1></center>
<!-- **Tagline:** **Turning News-Based-Sentiment into Crypto Certainty..** -->
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**Project Status:** Planning
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> ## Project Overview
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The result: instant alerts with a predicted score showing whether an event is likely to push the market up or down — empowering you to trade with data, not emotion.
Our goal is simple: stop guessing, start trading on quantified market probability.
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<br></br>
> ## The Problem
- **Signal-to-Noise Problem :-** The crypto market thrives on constant online chatter — from influencers, news sources, and discussion forums — but manually analyzing this flood of information is nearly impossible. Traders struggle to distinguish authentic market-moving insights from distractions like scams, bots, and irrelevant commentary
- **Lack of Quantified Sentiment :-** News-Based-Sentiment is one of the primary drivers of crypto volatility, yet most traders lack a reliable, data-driven way to measure it. There is no objective, probabilistic tool that links market conversation directly to actionable price predictions, leaving traders to rely on intuition instead of insight.
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<br></br>
> ## Our AI Solution
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- **Prediction:** A probabilistic model correlates sentiment intensity and relevance with potential market impact.
- **Output:** Users receive instant notifications with a predicted percentage — telling you if the news is likely bullish or bearish — so you never miss a market-moving event.
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<br></br>
> ## Technology Stack
* **AI/ML Models:** (Gemini API)
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* **Databases:** (PostgreSQL with pgvector, Redis, Firebase)