Real-Time Analytics Platform for Enhanced Guest Experience in Hospitality

High Priority
Data Engineering
Hospitality Management
👁️11475 views
💬604 quotes
$15k - $50k
Timeline: 8-12 weeks

Our scale-up hospitality management company seeks a data engineering solution to enhance guest experience through real-time analytics. We aim to integrate event streaming and data mesh to capture, process, and analyze guest interactions across our platforms. This project involves designing and implementing a robust data infrastructure using cutting-edge technologies.

📋Project Details

As a rapidly growing company in the hospitality management industry, we recognize the critical need to improve customer experience through data-driven insights. We are seeking a data engineering expert to develop a real-time analytics platform that will allow us to capture and analyze guest interactions in real-time across our digital and physical touchpoints. By leveraging technologies such as Apache Kafka for event streaming, Spark for large-scale data processing, and Snowflake for efficient data warehousing, we plan to build a scalable and efficient data mesh infrastructure. Furthermore, implementing MLOps and data observability will ensure seamless integration and monitoring of machine learning models that personalize guest experiences. The successful execution of this project will provide our business with actionable insights to enhance operational efficiency, optimize guest services, and ultimately drive revenue growth. The ideal freelancer will have significant experience with the aforementioned technologies and a proven track record of developing real-time analytics solutions.

Requirements

  • Experience with real-time analytics
  • Proficiency in event streaming technologies
  • Strong understanding of data mesh architecture
  • Ability to implement MLOps
  • Expertise in data observability tools

🛠️Skills Required

Apache Kafka
Spark
Airflow
Snowflake
Data Mesh

📊Business Analysis

🎯Target Audience

Hotel guests, hospitality management teams, IT and operations departments within hospitality firms

⚠️Problem Statement

The current guest experience is not optimized due to delayed insights and lack of real-time data processing, leading to missed opportunities for personalization and operational efficiency.

💰Payment Readiness

Increased guest satisfaction is directly tied to revenue improvement, and our industry faces competitive pressure to adopt advanced analytics solutions to stay ahead.

🚨Consequences

Failure to implement real-time analytics could result in diminished guest satisfaction, leading to lost revenue and a competitive disadvantage in the market.

🔍Market Alternatives

While traditional batch processing solutions exist, they lack the real-time capabilities necessary for immediate insights and adaptive guest engagement, making them less effective for our needs.

Unique Selling Proposition

Our solution offers a unique combination of real-time data processing, ease of integration into existing systems, and the ability to scale with our rapidly growing business needs.

📈Customer Acquisition Strategy

We plan to leverage strategic partnerships within the hospitality industry and utilize digital marketing campaigns to highlight the enhanced guest experiences and operational benefits delivered by our real-time analytics platform.

Project Stats

Posted:July 21, 2025
Budget:$15,000 - $50,000
Timeline:8-12 weeks
Priority:High Priority
👁️Views:11475
💬Quotes:604

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