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NEXUS: AI-Powered Startup Assistant

NEXUS is an AI-powered chatbot designed to assist aspiring entrepreneurs in building and scaling their businesses. It leverages the Gemini API to provide strategic advice, validate business ideas, forecast revenue, and guide users through the fundraising process.

Whether you’re a solo founder or an established startup, NEXUS equips you with the tools and insights needed to navigate the entrepreneurial journey successfully.


AI Model Implementation

1. AI for Startup Advice

  • Natural Language Processing (NLP) to analyze user input
  • Queries a structured business knowledge base
  • Delivers personalized, actionable startup guidance

2. Revenue Prediction Model

  • Machine learning with historical financial data
  • Forecasts future revenue trends
  • Identifies growth opportunities and financial risk areas

3. Investor Matching Algorithm

  • Matches startups with suitable VC firms, angel investors, and grant programs
  • Utilizes startup profile data for intelligent recommendations

Target Audience

  • Aspiring entrepreneurs exploring new business ideas
  • Early-stage startup founders seeking strategic direction
  • Growth-stage companies looking for funding and forecasting tools
  • Business students and incubator participants using AI for simulations and strategy

Getting Started

Prerequisites

  • Python 3.8+
  • Gemini API access
  • Required packages: Flask, scikit-learn, pandas, OpenAI-compatible library

Installation

1. npm install
2. create .env file and add your API key as:
     API_KEY="Paste API Key here"

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A website for connecting with entrepreneurs and detecting company trends

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