Real-Time Data Pipeline for Enhanced Student Engagement Analytics

Medium Priority
Data Engineering
Education Edtech
👁️18273 views
💬936 quotes
$25k - $75k
Timeline: 12-16 weeks

Our SME in the Education & EdTech sector seeks to develop a real-time data pipeline to improve student engagement analytics. Leveraging cutting-edge technologies, this project aims to integrate various data streams to provide actionable insights in real time, enhancing educational outcomes and operational efficiency.

📋Project Details

The objective of this project is to build a robust, scalable real-time data pipeline for our educational platform, focusing on enhancing student engagement analytics. Our current system lacks the capability to process and analyze data in real time, hindering our ability to provide timely interventions and personalized learning experiences. By implementing a data mesh architecture, we aim to decentralize data ownership and improve data accessibility across different departments. This project will utilize Apache Kafka for event streaming, Spark for real-time data processing, and Airflow for workflow automation. Additionally, we will use dbt for data transformation and Snowflake for data warehousing. The successful execution of this project will enable our team to monitor student interactions in real time, identify engagement patterns, and tailor educational content to individual needs, ultimately improving student performance and satisfaction.

Requirements

  • Develop real-time data integration capability
  • Implement data mesh architecture
  • Establish automated data workflows
  • Ensure data observability and quality
  • Provide scalable data storage solutions

🛠️Skills Required

Apache Kafka
Spark
Airflow
dbt
Snowflake

📊Business Analysis

🎯Target Audience

Our target audience primarily includes educational institutions, administrators, and teachers who are looking to enhance student engagement and learning outcomes through real-time data insights.

⚠️Problem Statement

The current inability to analyze student engagement data in real time limits our educational platform's ability to provide timely and personalized learning experiences, affecting student performance and satisfaction.

💰Payment Readiness

Educational institutions are increasingly investing in data-driven solutions to gain a competitive advantage and improve student outcomes. The demand for real-time analytics solutions is driven by the need for immediate insights and effective educational interventions.

🚨Consequences

Failure to address this issue may result in lost opportunities to improve student performance, reduced user satisfaction, and increased competition from more data-savvy educational platforms.

🔍Market Alternatives

Current alternatives include traditional batch processing systems, which fail to deliver timely insights, and competing EdTech platforms that already offer real-time analytics capabilities.

Unique Selling Proposition

Our solution provides a unique combination of real-time data processing with a flexible data mesh architecture, ensuring data is accessible and actionable across all educational departments.

📈Customer Acquisition Strategy

Our go-to-market strategy focuses on partnerships with educational institutions and leveraging data-driven case studies to demonstrate the value of real-time analytics in improving educational outcomes.

Project Stats

Posted:July 21, 2025
Budget:$25,000 - $75,000
Timeline:12-16 weeks
Priority:Medium Priority
👁️Views:18273
💬Quotes:936

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