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๐Ÿš€ Machine Learning Integration Leverage ARIMA and SARIMA models for time-series forecasting, fully deployed using Streamlit for quick and accurate predictions.

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OptiStocks

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๐Ÿš€ Revolutionize Your Supply Chain Management

Welcome to OptiStocks, your all-in-one solution for inventory management, demand forecasting, and analytics. With a sleek interface, robust backend, and powerful machine learning models, OptiStocks makes managing your inventory a breeze.


๐ŸŒŸ Key Features

๐Ÿ“Š Real-Time Inventory Monitoring

Track inventory levels in real time with precise updates to ensure optimal stock availability.

๐Ÿ“ฆ Streamlined Order Processing

Automate your purchase and sales orders, reducing manual tasks and minimizing errors.

๐Ÿ“ˆ Comprehensive Analytics and Reporting

Get actionable insights with in-depth reports on sales trends, inventory status, and demand forecasting.

๐Ÿ”ฎ Demand Forecasting

Use advanced ARIMA and SARIMA models to predict customer demand and optimize inventory planning.

๐Ÿค– Machine Learning Models

Leverage powerful ML models deployed via Streamlit for forecasting and sales predictions.

๐Ÿ“ฒ Twilio Integration

Stay updated with stock alerts and notifications via Twilio integration.


๐Ÿ› ๏ธ Tech Stack

Frontend

  • React
  • HTML
  • CSS
  • JavaScript
  • Vercel

Backend

  • Node.js
  • Express.js

Database

  • MongoDB

Machine Learning

  • Python
  • Streamlit
  • Statsmodels
  • Plotly

Deployment

  • Render

Communication

  • Twilio

๐Ÿ–ฅ๏ธ Installation and Usage

Prerequisites

  • Node.js
  • Python (for ML models)
  • MongoDB

๐Ÿ–ผ๏ธ UI Preview

Feature Screenshot
Inventory Dashboard Dashboard
Forecasting Module Forecast

๐Ÿค Connect with Me

GitHub
LinkedIn


๐Ÿ“œ License

This project is licensed under the MIT License - see the LICENSE file for details.


๐Ÿ’ก What We Bring to the Table?

OptiStocks combines cutting-edge technology with user-friendly features to streamline your inventory management processes. Start optimizing your supply chain today with OptiStocks! ๐ŸŒŸ

Launch Visit OptiStocks, your all-in-one solution for inventory management, demand forecasting, and analytics. With a sleek interface, robust backend, and powerful machine learning models, OptiStocks makes managing your inventory a breeze.

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๐Ÿš€ Machine Learning Integration Leverage ARIMA and SARIMA models for time-series forecasting, fully deployed using Streamlit for quick and accurate predictions.

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