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ForeSight CRM

The aim here is to develop an AI-powered CRM system that automates lead capture, prioritisation, and follow-ups, reducing manual effort and improving sales efficiency. By leveraging machine learning, predictive analytics, and intelligent automation, the system helps businesses optimise their sales pipeline, enhance customer engagement, and drive higher conversion rates.


🔑 Key Features

🧲 Smooth Lead Information Scraping
📊 Context-Aware Lead Scoring
💬 Sentiment Analysis of Conversations
📅 Adaptive Follow-up Scheduling and Automated Mail Send
📈 Sales Forecasting & Pipeline Health Check Dashboarding
🔗 ERP Integration for Unified Business Operations


🔁 Project Flow

diagram


🛠 Tech Stack

  • Frontend: React, JavaScript, HTML, CSS
  • Database: Supabase (PostgreSQL-based)
  • Lead Scoring Model: Random Forest (Scikit-learn)
  • Sentiment Analysis: NLP-based classification model
  • Automated Email Generation: GPT (OpenAI API)
  • Web Scraping: Python scripts (BeautifulSoup)
  • Dashboarding & Reporting: React-based UI (optional integration with Power BI)

👾 Model Outputs

Screenshot 2025-04-19 090506

Screenshot 2025-04-19 090519 Screenshot 2025-04-19 090534

Screenshot 2025-04-19 090813 Screenshot 2025-04-19 090822 Screenshot 2025-04-19 091040

---Screenshot 2025-04-19 090842 Screenshot 2025-04-19 090937 Screenshot 2025-04-19 091120

👥 Team

Abhinav Maity
Abhinav Maity

Soumya Singh
Soumya Singh

Akshay Kumar
Akshay Kumar

Anushka Srivastava
Anushka Srivastava

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