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Levate.ai: AI-Driven Hotel Revenue Optimization Platform

Advanced AI-powered hotel revenue optimization platform that maximizes hospitality profits through smart upselling, dynamic pricing, and real-time market analysis — reporting up to 25% revenue boosts.

Documentation

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Overview

Levate.ai (Sep 2024 – Oct 2024) — Role: Lead Full-Stack Developer. Levate.ai is an innovative solution for the hospitality industry, developed to boost hotel revenue through AI-driven smart upsells and dynamic pricing strategies. Built using FastAPI for a robust and scalable backend and Next.js for a dynamic and user-friendly front end, the platform seamlessly combines advanced technologies to deliver powerful results.

Problem: Hotels struggle with manual revenue management, leading to missed upselling opportunities and inefficient pricing strategies. Traditional methods fail to dynamically adjust room rates based on demand, resulting in lost revenue and suboptimal customer experiences.

Solution: Levate.ai automates revenue optimization using AI-driven insights and machine learning models. It dynamically adjusts pricing based on seasonality, demand fluctuations, and competitor trends while enabling hotels to offer personalized upselling opportunities to guests. The platform ensures seamless integration with hotel management systems and provides real-time revenue insights.

Key Technologies: • Backend: FastAPI for high-performance API handling and real-time data processing. • Frontend: Next.js for a modern, responsive, and SEO-friendly interface. • Machine Learning: AI-driven models for demand forecasting and smart pricing adjustments. • Database: MongoDB and scalable integration with hotel management systems via SQLAlchemy. • Deployment: Cloud-native architecture supporting AWS, Azure, and Google Cloud. • CI/CD Pipelines: Automated deployments for continuous updates and improvements.

Impact: • Increased Revenue: Hotels have reported up to a 25% boost in revenue through AI-driven upselling and pricing optimization. • Enhanced Customer Experience: Personalized offers and smooth booking processes improve guest satisfaction. • Scalability: Suitable for boutique hotels and large hospitality chains alike. • Operational Efficiency: Reduces manual effort for revenue managers by automating pricing and upselling strategies.

Levate.ai empowers hotels to make data-driven decisions, optimize their revenue streams, and enhance guest experiences through cutting-edge AI technology.

Key Highlights

  • Up to 25% revenue boost via AI-driven upselling and dynamic pricing
  • ML models for demand forecasting based on seasonality and competitor trends
  • Real-time pricing adjustments integrated with hotel management systems
  • Personalized upselling opportunities to enhance guest experience
  • Cloud-native deployment on AWS, Azure, and Google Cloud
  • Scalable architecture for boutique hotels and large hospitality chains

Tech Stack

PythonFastAPINext.jsReact.jsTypeScriptJavaScriptMachine LearningMongoDBSQLSQLAlchemyNode.jsAmazon S3AWSDockerTerraformCI/CDCloud ComputingDevOpsRESTful APIsAPI DevelopmentFull-Stack Development

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