Real-Time Student Engagement Analytics Platform Development

Medium Priority
Data Engineering
Education Edtech
👁️14554 views
💬861 quotes
$50k - $150k
Timeline: 16-24 weeks

Our enterprise education company seeks to enhance our digital learning platform by developing a real-time student engagement analytics system. The project involves integrating cutting-edge data engineering technologies to provide actionable insights into student participation, interaction, and learning outcomes across various courses.

📋Project Details

As a leader in the Education & EdTech industry, we aim to leverage data engineering to transform our capabilities in tracking and analyzing student engagement in real-time. The objective is to develop a robust analytics platform that uses event streaming and data mesh principles, ensuring seamless data flow and real-time reporting. Utilizing key technologies such as Apache Kafka for event streaming, Spark for distributed data processing, and Airflow for orchestrating complex workflows, the platform will capture, process, and analyze data across our digital learning ecosystem. Additional integration with Snowflake and BigQuery will support scalable data warehousing and analytics, while dbt and Databricks will facilitate data transformation and machine learning operations. This project is pivotal in enabling educators to tailor learning experiences dynamically, ultimately improving student outcomes and satisfaction. We foresee this initiative taking between 16-24 weeks, with a medium level of urgency as we aim to stay ahead in a competitive market.

Requirements

  • Proven experience with real-time data processing
  • Expertise in event streaming technologies
  • Ability to integrate diverse data sources

🛠️Skills Required

Apache Kafka
Spark
Airflow
dbt
Snowflake

📊Business Analysis

🎯Target Audience

The primary users of the platform will be educators and academic administrators who need to monitor and enhance student engagement and performance in real-time.

⚠️Problem Statement

The current digital learning platform lacks the capability to provide real-time insights into student engagement, limiting the ability of educators to adjust instructional strategies promptly.

💰Payment Readiness

Educational institutions are increasingly under pressure to enhance their learning outcomes and student satisfaction metrics, making them willing to invest in solutions that offer a competitive edge and demonstrate strong return on investment.

🚨Consequences

Failure to address real-time data analysis may result in reduced student engagement, suboptimal learning outcomes, and potentially lost revenue as students and educators seek more dynamic and responsive platforms.

🔍Market Alternatives

Current alternatives include manual data collection and delayed reporting systems that fail to provide the immediacy and depth of insights needed for effective educational intervention.

Unique Selling Proposition

Our platform's unique selling proposition lies in its use of real-time analytics powered by a sophisticated data mesh architecture, enabling unparalleled insights and responsiveness in educational environments.

📈Customer Acquisition Strategy

Our go-to-market strategy involves partnering with educational institutions to demonstrate the platform's capabilities through targeted pilot programs and case studies, leveraging our existing network within the education sector to drive adoption.

Project Stats

Posted:July 21, 2025
Budget:$50,000 - $150,000
Timeline:16-24 weeks
Priority:Medium Priority
👁️Views:14554
💬Quotes:861

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