Real-Time Student Engagement Data Platform Development

High Priority
Data Engineering
Higher Education
👁️3118 views
💬223 quotes
$15k - $25k
Timeline: 4-6 weeks

Our startup aims to revolutionize student engagement in higher education by developing a real-time analytics platform. This project entails creating a robust data infrastructure that seamlessly integrates diverse data sources, enabling universities to monitor and enhance student engagement effectively.

📋Project Details

In the rapidly evolving landscape of higher education, understanding and optimizing student engagement is crucial. Our startup focuses on addressing this by developing a sophisticated data platform that enables universities to gain real-time insights into student interactions and participation. We propose creating a data pipeline using cutting-edge technologies such as Apache Kafka for event streaming and real-time data ingestion, Apache Spark for processing, and Airflow for orchestrating data workflows. The platform will integrate with existing educational systems to collect data on attendance, participation, and performance, leveraging dbt for data transformation and Snowflake or BigQuery for scalable storage and analytics. By applying MLOps practices, we aim to continuously improve our data models for predicting student engagement trends and identifying at-risk students. This project requires expertise in data observability to ensure data accuracy and reliability. The successful implementation of this platform will empower educational institutions to make data-driven decisions that enhance student outcomes and institutional performance.

Requirements

  • Prior experience with real-time data systems
  • Strong understanding of data engineering principles
  • Proficiency in using cloud-based data warehouses
  • Experience with educational data sets
  • Ability to implement data observability practices

🛠️Skills Required

Apache Kafka
Apache Spark
Airflow
dbt
Snowflake

📊Business Analysis

🎯Target Audience

Universities and higher education institutions seeking to enhance student engagement and improve academic outcomes through data-driven insights.

⚠️Problem Statement

Universities struggle to monitor and improve student engagement effectively due to disparate data systems and lack of real-time analytics capabilities. This hinders their ability to identify and support at-risk students promptly.

💰Payment Readiness

Universities are under regulatory pressure to improve student outcomes and retention rates, and they recognize the competitive advantage of implementing advanced data analytics solutions.

🚨Consequences

Failing to address student engagement issues can lead to decreased retention rates, lower academic performance, and ultimately, financial losses for educational institutions.

🔍Market Alternatives

Many universities rely on traditional methods like periodic surveys and manual data analysis, which are time-consuming and lack real-time insights. Some institutions use basic analytics tools that do not integrate well with existing systems.

Unique Selling Proposition

Our platform differentiates itself by offering seamless integration with existing educational systems, real-time analytics, and predictive insights powered by advanced data engineering techniques.

📈Customer Acquisition Strategy

We plan to engage higher education institutions through targeted marketing campaigns highlighting the platform's value proposition, combined with strategic partnerships with educational technology providers to facilitate adoption.

Project Stats

Posted:August 9, 2025
Budget:$15,000 - $25,000
Timeline:4-6 weeks
Priority:High Priority
👁️Views:3118
💬Quotes:223

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