Real-Time Guest Experience Enhancement through Advanced Data Engineering

Medium Priority
Data Engineering
Hospitality Management
👁️15016 views
💬563 quotes
$25k - $75k
Timeline: 8-12 weeks

Our hospitality company seeks a data engineering solution to enhance guest experience using real-time analytics. By integrating data from multiple sources, we aim to personalize services, optimize operations, and improve satisfaction. The project involves creating a robust, scalable data infrastructure leveraging the latest technology trends and tools like Apache Kafka and Databricks.

📋Project Details

As a medium-sized hospitality enterprise, we are keen on leveraging data-driven insights to enhance our guest experience. The project focuses on developing a real-time data processing and analytics platform that consolidates data from various operational touchpoints, such as reservations, feedback, and social media interactions. The freelancer will design a data infrastructure using Apache Kafka for event streaming, Spark for big data processing, and a modern data warehouse like Snowflake or BigQuery for storage and analysis. With tools like Airflow for orchestration and dbt for data transformation, the solution will enable real-time insights into guest preferences and operational efficiencies. This will help us tailor our services, streamline operations, and ultimately enhance the overall guest satisfaction and loyalty. The project requires expertise in data engineering, with an emphasis on implementing data mesh principles to distribute data ownership across teams while ensuring data quality and observability.

Requirements

  • Design a scalable data infrastructure
  • Implement real-time analytics
  • Integrate multiple data sources
  • Ensure data quality and observability
  • Provide actionable insights

🛠️Skills Required

Apache Kafka
Spark
Airflow
dbt
Snowflake

📊Business Analysis

🎯Target Audience

Medium-sized hotel chains and resorts looking to enhance guest experience and operational efficiency through data-driven insights.

⚠️Problem Statement

The current challenge is the inability to quickly process and analyze data from various guest interaction points, leading to a generic guest experience and operational inefficiencies.

💰Payment Readiness

The hospitality industry is facing competitive pressure to enhance guest experiences, and the ability to provide personalized services in real-time is a significant competitive advantage.

🚨Consequences

Failure to solve this issue will result in lost revenue due to dissatisfied guests, reduced repeat business, and falling behind competitors who offer more personalized services.

🔍Market Alternatives

Currently, many companies rely on delayed batch processing systems, which fail to provide the immediacy and personalization that real-time analytics can offer.

Unique Selling Proposition

Our project uniquely combines real-time processing with an integrated approach to data mesh, ensuring each department can leverage data for actionable insights while maintaining data integrity across the organization.

📈Customer Acquisition Strategy

We plan to showcase our enhanced guest experiences and operational efficiencies through targeted marketing campaigns, partnerships with travel agencies, and testimonials from satisfied customers who have benefited from personalized services.

Project Stats

Posted:July 21, 2025
Budget:$25,000 - $75,000
Timeline:8-12 weeks
Priority:Medium Priority
👁️Views:15016
💬Quotes:563

Interested in this project?