🚀 AlphaLens AI

AI-Powered Financial Intelligence Platform
Markets don't move on headlines. They move on hidden signals.

🌐 Live Demo   •   ⚙️ Backend API

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📖 Overview

AlphaLens AI is an AI-powered financial intelligence platform that transforms earnings calls, SEC filings, and financial news into explainable investment insights.

Instead of summarizing information, AlphaLens detects hidden market signals, assigns confidence scores, highlights supporting evidence, and presents everything through an interactive intelligence dashboard.

Built for STOXRA Hackathon 2026 – FinTech Track.

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✨ Features

• 📈 AI-powered financial signal detection
• 📰 Multi-source intelligence analysis
• 🧠 Explainable AI insights
• 🎯 Confidence scoring engine
• 📑 Evidence-backed reports
• ⚡ Interactive analysis workflow
• 📊 Intelligence dashboard
• 🌙 Modern responsive UI
• 🚀 FastAPI + React architecture

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🏗️ Architecture

                Earnings Calls
                      │
                SEC Filings
                      │
               Financial News
                      │
                      ▼
              AlphaLens AI Engine
                      │
      ┌───────────────┼───────────────┐
      │               │               │
 Signal Detection  Confidence AI  Evidence Mapping
                      │
                      ▼
          Interactive Intelligence Dashboard

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🛠️ Tech Stack

Category	Technologies
Frontend	React 19, TypeScript, Vite, Tailwind CSS, Framer Motion
Backend	FastAPI, Python 3.11, Pydantic
AI	Google Gemini
Deployment	Vercel, Render
Version Control	Git & GitHub

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📂 Project Structure

AlphaLens-AI
│
├── backend
│   ├── app
│   ├── requirements.txt
│   └── runtime.txt
│
├── frontend
│   ├── src
│   ├── public
│   └── package.json
│
├── screenshot
│   └── Hero.png
│
└── README.md

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🚀 Getting Started

Clone Repository

git clone https://github.com/techAsmita/AlphaLens-AI.git

cd AlphaLens-AI

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Backend Setup

cd backend

python -m venv .venv

source .venv/bin/activate      # macOS/Linux

pip install -r requirements.txt

uvicorn app.main:app --reload

Backend runs at

http://localhost:8000

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Frontend Setup

cd frontend

npm install

npm run dev

Frontend runs at

http://localhost:5173

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🌐 Deployment

Service	Platform
Frontend	Vercel
Backend	Render

Frontend

https://alpha-lens-ai-eta.vercel.app

Backend

https://alphalens-backend-t8ky.onrender.com

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🔮 Roadmap

• 📈 Live Market Data
• 🤖 AI Investment Copilot
• 📊 Portfolio Monitoring
• 📑 PDF Intelligence Reports
• 🔍 Multi-company Comparison
• 🔔 Real-time Market Alerts

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👤 Developer

Asmita Roy

Computer Engineering Student • AI Engineer • Full Stack Developer

• GitHub: https://github.com/techAsmita
• LinkedIn: https://www.linkedin.com/in/techasmita/

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⭐ Support

If you enjoyed this project, consider giving it a ⭐ on GitHub.

It helps the project reach more developers.

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Built with ❤️ using React, FastAPI and Google Gemini.